Acquiring the data

In [7]:
# Running first cell for *weekly* "Search Trends" dataset collection, cleaning, and partial display

import pandas as pd
url = 'symptoms_weekly.csv'
df1 = pd.read_csv(url,index_col=0,parse_dates=[0])
# Find the columns where every value is null
empty_cols = [col for col in df1.columns if df1[col].isnull().all()]
# Drop these columns from the dataframe
df1.drop(empty_cols,
        axis=1,
        inplace=True)

df1 = df1[df1['sub_region_1_code'].notna()]
df1['open_covid_region_code']=df1['sub_region_1_code']
df1['state_codes']=df1['open_covid_region_code'].str[3:]
#drop 'sub_region_1_code' column bc redundant
redundant = ['place_id']
df1=df1.drop(columns=redundant)
# Delete rows which contains less than 30 non NaN values
df1=df1.dropna(thresh=390)
df1['date']= pd.to_datetime(df1['date'])
#create multi-index constructed from date and open_covid_region_code
df1 = df1.set_index(['open_covid_region_code','date'])
print (df1.head(5))
print (df1.shape)
                                  country_region sub_region_1  \
open_covid_region_code date                                     
US-AL                  2020-01-06  United States  Alabama       
                       2020-01-13  United States  Alabama       
                       2020-01-20  United States  Alabama       
                       2020-01-27  United States  Alabama       
                       2020-02-03  United States  Alabama       

                                  sub_region_1_code  \
open_covid_region_code date                           
US-AL                  2020-01-06  US-AL              
                       2020-01-13  US-AL              
                       2020-01-20  US-AL              
                       2020-01-27  US-AL              
                       2020-02-03  US-AL              

                                   symptom:Abdominal obesity  \
open_covid_region_code date                                    
US-AL                  2020-01-06  3.33                        
                       2020-01-13  3.43                        
                       2020-01-20  3.32                        
                       2020-01-27  3.17                        
                       2020-02-03  3.29                        

                                   symptom:Abdominal pain  symptom:Acne  \
open_covid_region_code date                                               
US-AL                  2020-01-06  6.25                    11.05          
                       2020-01-13  6.27                    10.82          
                       2020-01-20  6.29                    11.50          
                       2020-01-27  6.22                    10.56          
                       2020-02-03  6.20                    10.60          

                                   symptom:Actinic keratosis  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.45                        
                       2020-01-13  0.46                        
                       2020-01-20  0.51                        
                       2020-01-27  0.51                        
                       2020-02-03  0.53                        

                                   symptom:Acute bronchitis  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.95                       
                       2020-01-13  0.85                       
                       2020-01-20  0.84                       
                       2020-01-27  0.98                       
                       2020-02-03  1.01                       

                                   symptom:Adrenal crisis  symptom:Ageusia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.15                    0.07              
                       2020-01-13  0.16                    0.08              
                       2020-01-20  0.18                    0.09              
                       2020-01-27  0.16                    0.07              
                       2020-02-03  0.14                    0.06              

                                   symptom:Alcoholism  \
open_covid_region_code date                             
US-AL                  2020-01-06  4.93                 
                       2020-01-13  4.99                 
                       2020-01-20  5.02                 
                       2020-01-27  5.07                 
                       2020-02-03  4.93                 

                                   symptom:Allergic conjunctivitis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.07                              
                       2020-01-13  0.07                              
                       2020-01-20  0.09                              
                       2020-01-27  0.07                              
                       2020-02-03  0.08                              

                                   symptom:Allergy  symptom:Amblyopia  \
open_covid_region_code date                                             
US-AL                  2020-01-06  13.21            0.26                
                       2020-01-13  13.23            0.26                
                       2020-01-20  14.25            0.29                
                       2020-01-27  14.19            0.28                
                       2020-02-03  14.14            0.25                

                                   symptom:Amenorrhea  symptom:Amnesia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.21                0.50              
                       2020-01-13  0.17                0.58              
                       2020-01-20  0.18                0.63              
                       2020-01-27  0.21                0.62              
                       2020-02-03  0.20                0.61              

                                   symptom:Anal fissure  symptom:Anaphylaxis  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.36                  0.48                  
                       2020-01-13  0.36                  0.53                  
                       2020-01-20  0.40                  0.50                  
                       2020-01-27  0.37                  0.52                  
                       2020-02-03  0.38                  0.55                  

                                   symptom:Anemia  symptom:Angina pectoris  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.92            1.31                      
                       2020-01-13  3.15            1.39                      
                       2020-01-20  3.33            1.39                      
                       2020-01-27  3.39            1.41                      
                       2020-02-03  3.37            1.38                      

                                   symptom:Angioedema  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.25                 
                       2020-01-13  0.23                 
                       2020-01-20  0.29                 
                       2020-01-27  0.27                 
                       2020-02-03  0.28                 

                                   symptom:Angular cheilitis  symptom:Anosmia  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.10                       0.07              
                       2020-01-13  0.12                       0.08              
                       2020-01-20  0.12                       0.08              
                       2020-01-27  0.12                       0.07              
                       2020-02-03  0.10                       0.08              

                                   symptom:Anxiety  symptom:Aphasia  \
open_covid_region_code date                                           
US-AL                  2020-01-06  9.91             0.26              
                       2020-01-13  10.09            0.32              
                       2020-01-20  10.10            0.34              
                       2020-01-27  10.45            0.34              
                       2020-02-03  10.25            0.35              

                                   symptom:Aphonia  symptom:Apnea  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.13             0.64            
                       2020-01-13  0.11             0.68            
                       2020-01-20  0.10             0.63            
                       2020-01-27  0.14             0.64            
                       2020-02-03  0.11             0.63            

                                   symptom:Arthralgia  symptom:Arthritis  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.46                7.02                
                       2020-01-13  0.46                7.31                
                       2020-01-20  0.46                7.22                
                       2020-01-27  0.47                7.03                
                       2020-02-03  0.47                6.85                

                                   symptom:Ascites  symptom:Asperger syndrome  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.24             1.28                        
                       2020-01-13  0.24             1.35                        
                       2020-01-20  0.28             1.36                        
                       2020-01-27  0.28             1.41                        
                       2020-02-03  0.29             1.32                        

                                   symptom:Asphyxia  symptom:Asthma  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.14              2.81             
                       2020-01-13  0.18              2.88             
                       2020-01-20  0.18              2.94             
                       2020-01-27  0.16              3.04             
                       2020-02-03  0.14              3.08             

                                   symptom:Astigmatism  symptom:Ataxia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.42                 0.20             
                       2020-01-13  0.90                 0.26             
                       2020-01-20  0.59                 0.26             
                       2020-01-27  0.46                 0.28             
                       2020-02-03  0.45                 0.24             

                                   symptom:Atheroma  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.20               
                       2020-01-13  0.21               
                       2020-01-20  0.22               
                       2020-01-27  0.22               
                       2020-02-03  0.24               

                                   symptom:Attention deficit hyperactivity disorder  \
open_covid_region_code date                                                           
US-AL                  2020-01-06  5.05                                               
                       2020-01-13  5.19                                               
                       2020-01-20  5.24                                               
                       2020-01-27  5.19                                               
                       2020-02-03  5.25                                               

                                   symptom:Auditory hallucination  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.10                             
                       2020-01-13  0.10                             
                       2020-01-20  0.13                             
                       2020-01-27  0.12                             
                       2020-02-03  0.14                             

                                   symptom:Autoimmune disease  \
open_covid_region_code date                                     
US-AL                  2020-01-06  2.11                         
                       2020-01-13  2.47                         
                       2020-01-20  2.23                         
                       2020-01-27  2.21                         
                       2020-02-03  2.19                         

                                   symptom:Avoidant personality disorder  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.15                                    
                       2020-01-13  0.15                                    
                       2020-01-20  0.15                                    
                       2020-01-27  0.32                                    
                       2020-02-03  0.23                                    

                                   symptom:Back pain  \
open_covid_region_code date                            
US-AL                  2020-01-06  7.58                
                       2020-01-13  7.69                
                       2020-01-20  7.42                
                       2020-01-27  7.34                
                       2020-02-03  7.27                

                                   symptom:Bacterial vaginosis  \
open_covid_region_code date                                      
US-AL                  2020-01-06  2.32                          
                       2020-01-13  2.15                          
                       2020-01-20  2.39                          
                       2020-01-27  2.34                          
                       2020-02-03  2.23                          

                                   symptom:Balance disorder  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.19                       
                       2020-01-13  0.17                       
                       2020-01-20  0.18                       
                       2020-01-27  0.19                       
                       2020-02-03  0.18                       

                                   symptom:Beau's lines  symptom:Bell's palsy  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.13                  0.33                   
                       2020-01-13  0.14                  0.33                   
                       2020-01-20  0.17                  0.32                   
                       2020-01-27  0.12                  0.31                   
                       2020-02-03  0.14                  0.29                   

                                   symptom:Biliary colic  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.37                    
                       2020-01-13  0.40                    
                       2020-01-20  0.37                    
                       2020-01-27  0.37                    
                       2020-02-03  0.39                    

                                   symptom:Binge eating  symptom:Bleeding  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.24                  5.45               
                       2020-01-13  0.29                  5.52               
                       2020-01-20  0.27                  5.98               
                       2020-01-27  0.31                  5.74               
                       2020-02-03  0.33                  5.72               

                                   symptom:Bleeding on probing  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.20                          
                       2020-01-13  0.23                          
                       2020-01-20  0.21                          
                       2020-01-27  0.21                          
                       2020-02-03  0.21                          

                                   symptom:Blepharospasm  symptom:Bloating  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.64                   2.88               
                       2020-01-13  0.66                   2.88               
                       2020-01-20  0.66                   2.91               
                       2020-01-27  0.67                   2.92               
                       2020-02-03  0.69                   2.88               

                                   symptom:Blood in stool  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.60                     
                       2020-01-13  0.59                     
                       2020-01-20  0.61                     
                       2020-01-27  0.60                     
                       2020-02-03  0.64                     

                                   symptom:Blurred vision  symptom:Blushing  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.54                    0.26               
                       2020-01-13  0.92                    0.25               
                       2020-01-20  0.72                    0.29               
                       2020-01-27  0.60                    0.29               
                       2020-02-03  0.54                    0.27               

                                   symptom:Boil  symptom:Bone fracture  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.46          4.17                    
                       2020-01-13  1.55          4.09                    
                       2020-01-20  1.51          4.15                    
                       2020-01-27  1.47          4.29                    
                       2020-02-03  1.43          4.21                    

                                   symptom:Bone tumor  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.30                 
                       2020-01-13  0.32                 
                       2020-01-20  0.31                 
                       2020-01-27  0.30                 
                       2020-02-03  0.29                 

                                   symptom:Bowel obstruction  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.38                        
                       2020-01-13  0.41                        
                       2020-01-20  0.43                        
                       2020-01-27  0.42                        
                       2020-02-03  0.41                        

                                   symptom:Bradycardia  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.79                  
                       2020-01-13  0.87                  
                       2020-01-20  0.84                  
                       2020-01-27  0.90                  
                       2020-02-03  0.84                  

                                   symptom:Braxton Hicks contractions  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.64                                 
                       2020-01-13  0.61                                 
                       2020-01-20  0.64                                 
                       2020-01-27  0.64                                 
                       2020-02-03  0.59                                 

                                   symptom:Breakthrough bleeding  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.12                            
                       2020-01-13  1.12                            
                       2020-01-20  1.12                            
                       2020-01-27  1.09                            
                       2020-02-03  1.05                            

                                   symptom:Breast pain  symptom:Bronchitis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.77                 1.39                 
                       2020-01-13  0.79                 1.28                 
                       2020-01-20  0.75                 1.33                 
                       2020-01-27  0.73                 1.42                 
                       2020-02-03  0.72                 1.50                 

                                   symptom:Bruise  symptom:Bruxism  \
open_covid_region_code date                                          
US-AL                  2020-01-06  2.07            0.37              
                       2020-01-13  2.12            0.35              
                       2020-01-20  2.08            0.35              
                       2020-01-27  2.13            0.37              
                       2020-02-03  2.13            0.37              

                                   symptom:Bunion  symptom:Burn  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.65            2.27           
                       2020-01-13  0.63            2.32           
                       2020-01-20  0.58            2.46           
                       2020-01-27  0.60            2.36           
                       2020-02-03  0.58            2.35           

                                   symptom:Burning Chest Pain  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.08                         
                       2020-01-13  0.07                         
                       2020-01-20  0.07                         
                       2020-01-27  0.07                         
                       2020-02-03  0.09                         

                                   symptom:Burning mouth syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.21                             
                       2020-01-13  0.24                             
                       2020-01-20  0.24                             
                       2020-01-27  0.23                             
                       2020-02-03  0.22                             

                                   symptom:Candidiasis  symptom:Canker sore  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  4.33                 1.28                  
                       2020-01-13  4.29                 1.27                  
                       2020-01-20  4.36                 1.36                  
                       2020-01-27  4.23                 1.32                  
                       2020-02-03  4.14                 1.36                  

                                   symptom:Cardiac arrest  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.60                     
                       2020-01-13  0.67                     
                       2020-01-20  0.63                     
                       2020-01-27  0.68                     
                       2020-02-03  0.69                     

                                   symptom:Carpal tunnel syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  1.11                             
                       2020-01-13  1.14                             
                       2020-01-20  1.13                             
                       2020-01-27  1.14                             
                       2020-02-03  1.08                             

                                   symptom:Cataplexy  symptom:Cataract  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.17               0.75               
                       2020-01-13  0.26               0.77               
                       2020-01-20  0.24               0.79               
                       2020-01-27  0.20               0.75               
                       2020-02-03  0.26               0.71               

                                   symptom:Chancre  symptom:Cheilitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.31             0.43                
                       2020-01-13  0.31             0.35                
                       2020-01-20  0.27             0.66                
                       2020-01-27  0.33             0.44                
                       2020-02-03  0.26             0.36                

                                   symptom:Chest pain  symptom:Chills  \
open_covid_region_code date                                             
US-AL                  2020-01-06  2.04                0.53             
                       2020-01-13  2.03                0.53             
                       2020-01-20  2.01                0.58             
                       2020-01-27  2.10                0.80             
                       2020-02-03  2.14                0.78             

                                   symptom:Chorea  symptom:Chronic pain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.13            1.41                   
                       2020-01-13  0.18            1.45                   
                       2020-01-20  0.19            1.53                   
                       2020-01-27  0.22            1.51                   
                       2020-02-03  0.21            1.48                   

                                   symptom:Cirrhosis  \
open_covid_region_code date                            
US-AL                  2020-01-06  1.05                
                       2020-01-13  1.04                
                       2020-01-20  1.05                
                       2020-01-27  1.06                
                       2020-02-03  1.07                

                                   symptom:Cleft lip and cleft palate  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.24                                 
                       2020-01-13  0.43                                 
                       2020-01-20  0.23                                 
                       2020-01-27  0.20                                 
                       2020-02-03  0.20                                 

                                   symptom:Clouding of consciousness  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.15                                
                       2020-01-13  0.12                                
                       2020-01-20  0.14                                
                       2020-01-27  0.13                                
                       2020-02-03  0.13                                

                                   symptom:Cluster headache  symptom:Colitis  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.34                      0.73              
                       2020-01-13  0.34                      0.80              
                       2020-01-20  0.36                      0.74              
                       2020-01-27  0.34                      0.74              
                       2020-02-03  0.38                      0.68              

                                   symptom:Coma  symptom:Common cold  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.30          17.57                 
                       2020-01-13  0.36          16.60                 
                       2020-01-20  0.36          25.14                 
                       2020-01-27  0.40          34.74                 
                       2020-02-03  0.37          27.79                 

                                   symptom:Compulsive behavior  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.71                          
                       2020-01-13  0.77                          
                       2020-01-20  0.82                          
                       2020-01-27  0.81                          
                       2020-02-03  0.76                          

                                   symptom:Compulsive hoarding  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.15                          
                       2020-01-13  0.15                          
                       2020-01-20  0.17                          
                       2020-01-27  0.19                          
                       2020-02-03  0.16                          

                                   symptom:Confusion  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.33                
                       2020-01-13  0.33                
                       2020-01-20  0.33                
                       2020-01-27  0.35                
                       2020-02-03  0.35                

                                   symptom:Congenital heart defect  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.32                              
                       2020-01-13  0.34                              
                       2020-01-20  0.36                              
                       2020-01-27  0.44                              
                       2020-02-03  0.52                              

                                   symptom:Conjunctivitis  \
open_covid_region_code date                                 
US-AL                  2020-01-06  1.28                     
                       2020-01-13  1.33                     
                       2020-01-20  1.42                     
                       2020-01-27  1.37                     
                       2020-02-03  1.43                     

                                   symptom:Constipation  symptom:Convulsion  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  4.75                  0.46                 
                       2020-01-13  4.86                  0.48                 
                       2020-01-20  5.00                  0.51                 
                       2020-01-27  4.78                  0.56                 
                       2020-02-03  4.67                  0.55                 

                                   symptom:Cough  symptom:Crackles  \
open_covid_region_code date                                          
US-AL                  2020-01-06  10.60          0.11               
                       2020-01-13  10.09          0.10               
                       2020-01-20  11.55          0.11               
                       2020-01-27  13.52          0.15               
                       2020-02-03  13.60          0.15               

                                   symptom:Cramp  symptom:Crepitus  \
open_covid_region_code date                                          
US-AL                  2020-01-06  4.35           0.11               
                       2020-01-13  4.38           0.14               
                       2020-01-20  4.25           0.12               
                       2020-01-27  4.16           0.14               
                       2020-02-03  4.12           0.13               

                                   symptom:Croup  symptom:Cyanosis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.23           0.15               
                       2020-01-13  0.28           0.14               
                       2020-01-20  0.33           0.15               
                       2020-01-27  0.37           0.16               
                       2020-02-03  0.36           0.16               

                                   symptom:Dandruff  \
open_covid_region_code date                           
US-AL                  2020-01-06  1.48               
                       2020-01-13  1.51               
                       2020-01-20  1.57               
                       2020-01-27  1.50               
                       2020-02-03  1.49               

                                   symptom:Delayed onset muscle soreness  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.80                                    
                       2020-01-13  0.76                                    
                       2020-01-20  0.65                                    
                       2020-01-27  0.69                                    
                       2020-02-03  0.65                                    

                                   symptom:Dementia  \
open_covid_region_code date                           
US-AL                  2020-01-06  2.76               
                       2020-01-13  3.10               
                       2020-01-20  3.24               
                       2020-01-27  3.09               
                       2020-02-03  2.99               

                                   symptom:Dentin hypersensitivity  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.36                              
                       2020-01-13  0.33                              
                       2020-01-20  0.34                              
                       2020-01-27  0.34                              
                       2020-02-03  0.35                              

                                   symptom:Depersonalization  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.09                        
                       2020-01-13  0.09                        
                       2020-01-20  0.10                        
                       2020-01-27  0.11                        
                       2020-02-03  0.09                        

                                   symptom:Depression  symptom:Dermatitis  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  5.67                3.27                 
                       2020-01-13  6.00                3.16                 
                       2020-01-20  6.16                3.72                 
                       2020-01-27  6.18                3.31                 
                       2020-02-03  6.08                3.11                 

                                   symptom:Desquamation  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.49                   
                       2020-01-13  0.46                   
                       2020-01-20  0.56                   
                       2020-01-27  0.47                   
                       2020-02-03  0.46                   

                                   symptom:Developmental disability  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.12                               
                       2020-01-13  0.17                               
                       2020-01-20  0.15                               
                       2020-01-27  0.16                               
                       2020-02-03  0.18                               

                                   symptom:Diabetes  \
open_covid_region_code date                           
US-AL                  2020-01-06  12.07              
                       2020-01-13  12.46              
                       2020-01-20  12.54              
                       2020-01-27  12.47              
                       2020-02-03  12.07              

                                   symptom:Diabetic ketoacidosis  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.40                            
                       2020-01-13  0.40                            
                       2020-01-20  0.43                            
                       2020-01-27  0.44                            
                       2020-02-03  0.37                            

                                   symptom:Diarrhea  symptom:Dizziness  \
open_covid_region_code date                                              
US-AL                  2020-01-06  5.23              2.23                
                       2020-01-13  5.31              2.23                
                       2020-01-20  5.41              2.29                
                       2020-01-27  5.48              2.21                
                       2020-02-03  5.68              2.25                

                                   symptom:Dry eye syndrome  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.88                       
                       2020-01-13  0.93                       
                       2020-01-20  1.00                       
                       2020-01-27  0.91                       
                       2020-02-03  0.87                       

                                   symptom:Dysautonomia  symptom:Dysgeusia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.23                  0.14                
                       2020-01-13  0.25                  0.15                
                       2020-01-20  0.24                  0.14                
                       2020-01-27  0.25                  0.15                
                       2020-02-03  0.25                  0.13                

                                   symptom:Dysmenorrhea  symptom:Dyspareunia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.73                  0.17                  
                       2020-01-13  1.71                  0.18                  
                       2020-01-20  1.66                  0.20                  
                       2020-01-27  1.65                  0.18                  
                       2020-02-03  1.61                  0.18                  

                                   symptom:Dysphagia  symptom:Dysphoria  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.39               0.20                
                       2020-01-13  0.48               0.20                
                       2020-01-20  0.51               0.20                
                       2020-01-27  0.63               0.26                
                       2020-02-03  0.56               0.20                

                                   symptom:Dystonia  symptom:Dysuria  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.18              0.27              
                       2020-01-13  0.20              0.24              
                       2020-01-20  0.19              0.24              
                       2020-01-27  0.19              0.22              
                       2020-02-03  0.21              0.26              

                                   symptom:Ear pain  symptom:Eczema  \
open_covid_region_code date                                           
US-AL                  2020-01-06  1.06              0.28             
                       2020-01-13  1.06              0.24             
                       2020-01-20  1.04              0.33             
                       2020-01-27  1.09              0.26             
                       2020-02-03  1.10              0.26             

                                   symptom:Edema  symptom:Encephalitis  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.09           0.20                   
                       2020-01-13  1.22           0.26                   
                       2020-01-20  1.27           0.23                   
                       2020-01-27  1.19           0.24                   
                       2020-02-03  1.23           0.24                   

                                   symptom:Encephalopathy  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.26                     
                       2020-01-13  0.81                     
                       2020-01-20  0.71                     
                       2020-01-27  0.45                     
                       2020-02-03  0.35                     

                                   symptom:Epidermoid cyst  symptom:Epilepsy  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.39                     3.49               
                       2020-01-13  0.40                     3.69               
                       2020-01-20  0.97                     3.63               
                       2020-01-27  0.36                     3.69               
                       2020-02-03  0.35                     3.56               

                                   symptom:Epiphora  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.11               
                       2020-01-13  0.13               
                       2020-01-20  0.16               
                       2020-01-27  0.13               
                       2020-02-03  0.11               

                                   symptom:Erectile dysfunction  \
open_covid_region_code date                                       
US-AL                  2020-01-06  3.94                           
                       2020-01-13  4.08                           
                       2020-01-20  4.19                           
                       2020-01-27  4.09                           
                       2020-02-03  4.13                           

                                   symptom:Erythema  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.67               
                       2020-01-13  0.67               
                       2020-01-20  0.76               
                       2020-01-27  0.71               
                       2020-02-03  0.70               

                                   symptom:Erythema chronicum migrans  \
open_covid_region_code date                                             
US-AL                  2020-01-06  2.96                                 
                       2020-01-13  0.40                                 
                       2020-01-20  0.25                                 
                       2020-01-27  0.29                                 
                       2020-02-03  0.27                                 

                                   symptom:Esophagitis  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.21                  
                       2020-01-13  0.18                  
                       2020-01-20  0.17                  
                       2020-01-27  0.17                  
                       2020-02-03  0.19                  

                                   symptom:Excessive daytime sleepiness  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.42                                   
                       2020-01-13  0.55                                   
                       2020-01-20  0.54                                   
                       2020-01-27  0.44                                   
                       2020-02-03  0.57                                   

                                   symptom:Eye pain  symptom:Eye strain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.23              0.38                 
                       2020-01-13  0.22              0.39                 
                       2020-01-20  0.25              0.36                 
                       2020-01-27  0.24              0.35                 
                       2020-02-03  0.22              0.33                 

                                   symptom:Facial nerve paralysis  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.28                             
                       2020-01-13  0.28                             
                       2020-01-20  0.29                             
                       2020-01-27  0.28                             
                       2020-02-03  0.27                             

                                   symptom:Facial swelling  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.18                      
                       2020-01-13  0.17                      
                       2020-01-20  0.17                      
                       2020-01-27  0.17                      
                       2020-02-03  0.17                      

                                   symptom:Fasciculation  symptom:Fatigue  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  1.09                   6.43              
                       2020-01-13  1.09                   6.74              
                       2020-01-20  1.07                   6.72              
                       2020-01-27  1.10                   6.96              
                       2020-02-03  1.08                   6.88              

                                   symptom:Fatty liver disease  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.60                          
                       2020-01-13  0.56                          
                       2020-01-20  0.60                          
                       2020-01-27  0.58                          
                       2020-02-03  0.58                          

                                   symptom:Fecal incontinence  symptom:Fever  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.23                        5.24            
                       2020-01-13  0.22                        5.63            
                       2020-01-20  0.23                        6.37            
                       2020-01-27  0.25                        7.49            
                       2020-02-03  0.21                        7.37            

                                   symptom:Fibrillation  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.73                   
                       2020-01-13  0.80                   
                       2020-01-20  0.81                   
                       2020-01-27  0.80                   
                       2020-02-03  0.83                   

                                   symptom:Fibrocystic breast changes  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.22                                 
                       2020-01-13  0.17                                 
                       2020-01-20  0.20                                 
                       2020-01-27  0.20                                 
                       2020-02-03  0.19                                 

                                   symptom:Fibromyalgia  symptom:Flatulence  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.91                  3.21                 
                       2020-01-13  0.92                  3.30                 
                       2020-01-20  0.97                  3.34                 
                       2020-01-27  0.97                  3.40                 
                       2020-02-03  0.91                  3.33                 

                                   symptom:Floater  symptom:Focal seizure  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.29             0.18                    
                       2020-01-13  0.32             0.21                    
                       2020-01-20  0.32             0.22                    
                       2020-01-27  0.31             0.20                    
                       2020-02-03  0.30             0.21                    

                                   symptom:Folate deficiency  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.28                        
                       2020-01-13  0.27                        
                       2020-01-20  0.30                        
                       2020-01-27  0.30                        
                       2020-02-03  0.30                        

                                   symptom:Food craving  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.85                   
                       2020-01-13  0.78                   
                       2020-01-20  0.75                   
                       2020-01-27  0.71                   
                       2020-02-03  0.73                   

                                   symptom:Food intolerance  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.72                       
                       2020-01-13  0.75                       
                       2020-01-20  0.76                       
                       2020-01-27  0.76                       
                       2020-02-03  0.67                       

                                   symptom:Frequent urination  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.74                         
                       2020-01-13  0.80                         
                       2020-01-20  0.75                         
                       2020-01-27  0.72                         
                       2020-02-03  0.72                         

                                   symptom:Gastroesophageal reflux disease  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  5.63                                      
                       2020-01-13  5.77                                      
                       2020-01-20  5.52                                      
                       2020-01-27  5.58                                      
                       2020-02-03  5.61                                      

                                   symptom:Gastroparesis  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.22                    
                       2020-01-13  0.23                    
                       2020-01-20  0.23                    
                       2020-01-27  0.21                    
                       2020-02-03  0.23                    

                                   symptom:Generalized anxiety disorder  \
open_covid_region_code date                                               
US-AL                  2020-01-06  1.53                                   
                       2020-01-13  1.55                                   
                       2020-01-20  1.60                                   
                       2020-01-27  1.59                                   
                       2020-02-03  1.59                                   

                                   symptom:Generalized tonic–clonic seizure  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.29                                       
                       2020-01-13  0.30                                       
                       2020-01-20  0.31                                       
                       2020-01-27  0.31                                       
                       2020-02-03  0.30                                       

                                   symptom:Genital wart  \
open_covid_region_code date                               
US-AL                  2020-01-06  1.43                   
                       2020-01-13  1.42                   
                       2020-01-20  1.34                   
                       2020-01-27  1.40                   
                       2020-02-03  1.31                   

                                   symptom:Gingival recession  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.17                         
                       2020-01-13  0.16                         
                       2020-01-20  0.15                         
                       2020-01-27  0.16                         
                       2020-02-03  0.15                         

                                   symptom:Gingivitis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.59                 
                       2020-01-13  0.57                 
                       2020-01-20  0.58                 
                       2020-01-27  0.61                 
                       2020-02-03  0.56                 

                                   symptom:Globus pharyngis  symptom:Goitre  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.13                      0.21             
                       2020-01-13  0.13                      0.22             
                       2020-01-20  0.13                      0.23             
                       2020-01-27  0.14                      0.21             
                       2020-02-03  0.14                      0.23             

                                   symptom:Gout  symptom:Grandiosity  \
open_covid_region_code date                                            
US-AL                  2020-01-06  1.50          0.16                  
                       2020-01-13  1.55          0.17                  
                       2020-01-20  1.54          0.19                  
                       2020-01-27  1.46          0.21                  
                       2020-02-03  1.49          0.19                  

                                   symptom:Granuloma  symptom:Guilt  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.24               0.39            
                       2020-01-13  0.23               0.41            
                       2020-01-20  0.26               0.42            
                       2020-01-27  0.24               0.42            
                       2020-02-03  0.25               0.44            

                                   symptom:Hair loss  symptom:Halitosis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  5.86               0.77                
                       2020-01-13  6.18               0.77                
                       2020-01-20  6.14               0.85                
                       2020-01-27  5.83               0.84                
                       2020-02-03  6.04               0.80                

                                   symptom:Hay fever  symptom:Headache  \
open_covid_region_code date                                              
US-AL                  2020-01-06  2.03               6.32               
                       2020-01-13  1.99               6.29               
                       2020-01-20  2.22               7.41               
                       2020-01-27  2.24               6.21               
                       2020-02-03  2.32               6.13               

                                   symptom:Heart arrhythmia  \
open_covid_region_code date                                   
US-AL                  2020-01-06  2.85                       
                       2020-01-13  3.11                       
                       2020-01-20  3.13                       
                       2020-01-27  3.09                       
                       2020-02-03  3.12                       

                                   symptom:Heart murmur  symptom:Heartburn  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.22                  4.39                
                       2020-01-13  0.24                  4.42                
                       2020-01-20  0.29                  4.18                
                       2020-01-27  0.28                  4.11                
                       2020-02-03  0.28                  4.07                

                                   symptom:Hematochezia  symptom:Hematoma  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.29                  0.43               
                       2020-01-13  0.29                  0.45               
                       2020-01-20  0.30                  0.52               
                       2020-01-27  0.28                  0.46               
                       2020-02-03  0.28                  0.50               

                                   symptom:Hematuria  symptom:Hemolysis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.58               0.09                
                       2020-01-13  0.58               0.09                
                       2020-01-20  0.58               0.12                
                       2020-01-27  0.62               0.11                
                       2020-02-03  0.59               0.10                

                                   symptom:Hemoptysis  symptom:Hemorrhoids  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.17                2.03                  
                       2020-01-13  0.15                2.00                  
                       2020-01-20  0.22                2.03                  
                       2020-01-27  0.20                1.98                  
                       2020-02-03  0.18                2.02                  

                                   symptom:Hepatic encephalopathy  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.15                             
                       2020-01-13  0.18                             
                       2020-01-20  0.18                             
                       2020-01-27  0.18                             
                       2020-02-03  0.18                             

                                   symptom:Hepatitis  symptom:Hepatotoxicity  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.38               0.16                     
                       2020-01-13  1.42               0.19                     
                       2020-01-20  1.44               0.19                     
                       2020-01-27  1.72               0.19                     
                       2020-02-03  1.30               0.18                     

                                   symptom:Hiccup  symptom:Hip pain  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.66            1.26               
                       2020-01-13  0.70            1.27               
                       2020-01-20  0.65            1.19               
                       2020-01-27  0.67            1.22               
                       2020-02-03  0.64            1.22               

                                   symptom:Hives  symptom:Hot flash  \
open_covid_region_code date                                           
US-AL                  2020-01-06  1.51           0.96                
                       2020-01-13  1.52           1.05                
                       2020-01-20  1.70           0.84                
                       2020-01-27  1.62           0.88                
                       2020-02-03  1.61           0.92                

                                   symptom:Hydrocephalus  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.22                    
                       2020-01-13  0.19                    
                       2020-01-20  0.21                    
                       2020-01-27  0.26                    
                       2020-02-03  0.22                    

                                   symptom:Hypercalcaemia  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.17                     
                       2020-01-13  0.20                     
                       2020-01-20  0.19                     
                       2020-01-27  0.24                     
                       2020-02-03  0.21                     

                                   symptom:Hypercapnia  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.10                  
                       2020-01-13  0.11                  
                       2020-01-20  0.12                  
                       2020-01-27  0.13                  
                       2020-02-03  0.12                  

                                   symptom:Hypercholesterolemia  \
open_covid_region_code date                                       
US-AL                  2020-01-06  1.83                           
                       2020-01-13  1.96                           
                       2020-01-20  2.02                           
                       2020-01-27  2.10                           
                       2020-02-03  1.99                           

                                   symptom:Hyperemesis gravidarum  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.15                             
                       2020-01-13  0.15                             
                       2020-01-20  0.16                             
                       2020-01-27  0.18                             
                       2020-02-03  0.14                             

                                   symptom:Hyperglycemia  \
open_covid_region_code date                                
US-AL                  2020-01-06  1.54                    
                       2020-01-13  1.67                    
                       2020-01-20  1.70                    
                       2020-01-27  1.71                    
                       2020-02-03  1.70                    

                                   symptom:Hyperkalemia  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.81                   
                       2020-01-13  0.88                   
                       2020-01-20  0.92                   
                       2020-01-27  0.91                   
                       2020-02-03  0.86                   

                                   symptom:Hyperlipidemia  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.28                     
                       2020-01-13  0.27                     
                       2020-01-20  0.30                     
                       2020-01-27  0.30                     
                       2020-02-03  0.30                     

                                   symptom:Hypermobility  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.21                    
                       2020-01-13  0.21                    
                       2020-01-20  0.20                    
                       2020-01-27  0.22                    
                       2020-02-03  0.18                    

                                   symptom:Hyperpigmentation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.99                        
                       2020-01-13  1.00                        
                       2020-01-20  1.08                        
                       2020-01-27  1.04                        
                       2020-02-03  1.07                        

                                   symptom:Hypersomnia  symptom:Hypertension  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.14                 11.07                  
                       2020-01-13  0.14                 11.21                  
                       2020-01-20  0.14                 11.35                  
                       2020-01-27  0.12                 11.45                  
                       2020-02-03  0.15                 11.14                  

                                   symptom:Hyperthermia  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.28                   
                       2020-01-13  0.30                   
                       2020-01-20  0.30                   
                       2020-01-27  0.36                   
                       2020-02-03  0.32                   

                                   symptom:Hyperthyroidism  \
open_covid_region_code date                                  
US-AL                  2020-01-06  1.42                      
                       2020-01-13  1.64                      
                       2020-01-20  1.67                      
                       2020-01-27  1.59                      
                       2020-02-03  1.49                      

                                   symptom:Hypertriglyceridemia  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.33                           
                       2020-01-13  0.33                           
                       2020-01-20  0.38                           
                       2020-01-27  0.42                           
                       2020-02-03  0.39                           

                                   symptom:Hypertrophy  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.33                  
                       2020-01-13  0.39                  
                       2020-01-20  0.42                  
                       2020-01-27  0.39                  
                       2020-02-03  0.37                  

                                   symptom:Hyperventilation  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.10                       
                       2020-01-13  0.11                       
                       2020-01-20  0.19                       
                       2020-01-27  0.19                       
                       2020-02-03  0.16                       

                                   symptom:Hypocalcaemia  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.17                    
                       2020-01-13  0.23                    
                       2020-01-20  0.25                    
                       2020-01-27  0.25                    
                       2020-02-03  0.25                    

                                   symptom:Hypochondriasis  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.12                      
                       2020-01-13  0.14                      
                       2020-01-20  0.13                      
                       2020-01-27  0.14                      
                       2020-02-03  0.15                      

                                   symptom:Hypoglycemia  symptom:Hypogonadism  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  1.08                  1.03                   
                       2020-01-13  1.11                  1.05                   
                       2020-01-20  1.10                  1.01                   
                       2020-01-27  1.08                  1.01                   
                       2020-02-03  1.09                  1.01                   

                                   symptom:Hypokalemia  symptom:Hypomania  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  1.00                 0.15                
                       2020-01-13  1.11                 0.17                
                       2020-01-20  1.13                 0.16                
                       2020-01-27  1.15                 0.16                
                       2020-02-03  1.06                 0.15                

                                   symptom:Hyponatremia  symptom:Hypotension  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.35                  1.80                  
                       2020-01-13  0.40                  1.93                  
                       2020-01-20  0.41                  1.86                  
                       2020-01-27  0.44                  1.89                  
                       2020-02-03  0.39                  1.91                  

                                   symptom:Hypothyroidism  symptom:Hypoxemia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  2.30                    0.26                
                       2020-01-13  2.58                    0.29                
                       2020-01-20  2.51                    0.28                
                       2020-01-27  2.54                    0.36                
                       2020-02-03  2.38                    0.33                

                                   symptom:Hypoxia  symptom:Impetigo  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.20             0.26               
                       2020-01-13  0.24             0.28               
                       2020-01-20  0.25             0.29               
                       2020-01-27  0.28             0.29               
                       2020-02-03  0.28             0.31               

                                   symptom:Implantation bleeding  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.73                            
                       2020-01-13  1.66                            
                       2020-01-20  1.70                            
                       2020-01-27  1.62                            
                       2020-02-03  1.56                            

                                   symptom:Impulsivity  symptom:Indigestion  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.51                 1.96                  
                       2020-01-13  0.54                 2.03                  
                       2020-01-20  0.56                 1.98                  
                       2020-01-27  0.56                 2.03                  
                       2020-02-03  0.54                 2.02                  

                                   symptom:Infection  symptom:Inflammation  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  34.56              7.91                   
                       2020-01-13  32.22              8.13                   
                       2020-01-20  37.92              8.19                   
                       2020-01-27  46.26              8.27                   
                       2020-02-03  38.45              8.11                   

                                   symptom:Inflammatory bowel disease  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.44                                 
                       2020-01-13  1.48                                 
                       2020-01-20  1.54                                 
                       2020-01-27  1.46                                 
                       2020-02-03  1.41                                 

                                   symptom:Ingrown hair  symptom:Insomnia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.89                  4.64               
                       2020-01-13  0.90                  4.55               
                       2020-01-20  0.93                  4.43               
                       2020-01-27  0.90                  4.43               
                       2020-02-03  0.92                  4.46               

                                   symptom:Insulin resistance  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.52                         
                       2020-01-13  0.55                         
                       2020-01-20  0.56                         
                       2020-01-27  0.54                         
                       2020-02-03  0.54                         

                                   symptom:Intermenstrual bleeding  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.34                              
                       2020-01-13  0.34                              
                       2020-01-20  0.34                              
                       2020-01-27  0.32                              
                       2020-02-03  0.31                              

                                   symptom:Intracranial pressure  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.33                            
                       2020-01-13  0.38                            
                       2020-01-20  0.46                            
                       2020-01-27  0.42                            
                       2020-02-03  0.39                            

                                   symptom:Iron deficiency  \
open_covid_region_code date                                  
US-AL                  2020-01-06  2.16                      
                       2020-01-13  2.23                      
                       2020-01-20  2.30                      
                       2020-01-27  2.29                      
                       2020-02-03  2.23                      

                                   symptom:Irregular menstruation  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.65                             
                       2020-01-13  0.67                             
                       2020-01-20  0.66                             
                       2020-01-27  0.67                             
                       2020-02-03  0.62                             

                                   symptom:Itch  symptom:Jaundice  \
open_covid_region_code date                                         
US-AL                  2020-01-06  9.24          0.64               
                       2020-01-13  9.29          0.67               
                       2020-01-20  9.94          0.67               
                       2020-01-27  9.23          0.92               
                       2020-02-03  9.34          0.68               

                                   symptom:Kidney failure  \
open_covid_region_code date                                 
US-AL                  2020-01-06  1.90                     
                       2020-01-13  2.04                     
                       2020-01-20  2.02                     
                       2020-01-27  2.06                     
                       2020-02-03  2.09                     

                                   symptom:Kidney stone  symptom:Knee Pain  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.06                  2.24                
                       2020-01-13  2.10                  2.21                
                       2020-01-20  2.01                  2.16                
                       2020-01-27  2.03                  2.20                
                       2020-02-03  1.99                  2.10                

                                   symptom:Kyphosis  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.17               
                       2020-01-13  0.20               
                       2020-01-20  0.17               
                       2020-01-27  0.16               
                       2020-02-03  0.17               

                                   symptom:Lactose intolerance  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.88                          
                       2020-01-13  0.86                          
                       2020-01-20  0.92                          
                       2020-01-27  0.90                          
                       2020-02-03  0.85                          

                                   symptom:Laryngitis  symptom:Leg cramps  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.20                0.60                 
                       2020-01-13  0.20                0.64                 
                       2020-01-20  0.20                0.59                 
                       2020-01-27  0.22                0.60                 
                       2020-02-03  0.24                0.58                 

                                   symptom:Lesion  symptom:Leukorrhea  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.36            0.31                 
                       2020-01-13  1.42            0.27                 
                       2020-01-20  1.52            0.31                 
                       2020-01-27  1.56            0.25                 
                       2020-02-03  1.53            0.27                 

                                   symptom:Lightheadedness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.67                      
                       2020-01-13  0.69                      
                       2020-01-20  0.69                      
                       2020-01-27  0.69                      
                       2020-02-03  0.69                      

                                   symptom:Low back pain  \
open_covid_region_code date                                
US-AL                  2020-01-06  3.93                    
                       2020-01-13  4.00                    
                       2020-01-20  3.85                    
                       2020-01-27  3.78                    
                       2020-02-03  3.70                    

                                   symptom:Low-grade fever  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.22                      
                       2020-01-13  0.26                      
                       2020-01-20  0.30                      
                       2020-01-27  0.42                      
                       2020-02-03  0.38                      

                                   symptom:Lymphedema  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.27                 
                       2020-01-13  0.29                 
                       2020-01-20  0.51                 
                       2020-01-27  0.36                 
                       2020-02-03  0.29                 

                                   symptom:Major depressive disorder  \
open_covid_region_code date                                            
US-AL                  2020-01-06  5.70                                
                       2020-01-13  5.91                                
                       2020-01-20  5.91                                
                       2020-01-27  5.93                                
                       2020-02-03  5.99                                

                                   symptom:Malabsorption  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.18                    
                       2020-01-13  0.18                    
                       2020-01-20  0.19                    
                       2020-01-27  0.16                    
                       2020-02-03  0.19                    

                                   symptom:Male infertility  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.19                       
                       2020-01-13  0.19                       
                       2020-01-20  0.21                       
                       2020-01-27  0.20                       
                       2020-02-03  0.18                       

                                   symptom:Manic Disorder  symptom:Melasma  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.76                    0.25              
                       2020-01-13  0.80                    0.22              
                       2020-01-20  0.83                    0.24              
                       2020-01-27  0.80                    0.24              
                       2020-02-03  0.83                    0.27              

                                   symptom:Melena  symptom:Meningitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.35            0.67                 
                       2020-01-13  0.37            0.78                 
                       2020-01-20  0.35            0.63                 
                       2020-01-27  0.39            0.67                 
                       2020-02-03  0.36            0.69                 

                                   symptom:Menorrhagia  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.01                  
                       2020-01-13  1.03                  
                       2020-01-20  1.04                  
                       2020-01-27  0.97                  
                       2020-02-03  0.95                  

                                   symptom:Middle back pain  symptom:Migraine  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.50                      6.26               
                       2020-01-13  0.50                      6.31               
                       2020-01-20  0.44                      7.38               
                       2020-01-27  0.47                      6.18               
                       2020-02-03  0.45                      6.12               

                                   symptom:Milium  \
open_covid_region_code date                         
US-AL                  2020-01-06  0.33             
                       2020-01-13  0.32             
                       2020-01-20  0.33             
                       2020-01-27  0.31             
                       2020-02-03  0.32             

                                   symptom:Mitral insufficiency  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.23                           
                       2020-01-13  0.28                           
                       2020-01-20  0.32                           
                       2020-01-27  0.29                           
                       2020-02-03  0.27                           

                                   symptom:Mood disorder  symptom:Mood swing  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.35                   0.28                 
                       2020-01-13  1.45                   0.28                 
                       2020-01-20  1.48                   0.29                 
                       2020-01-27  1.49                   0.30                 
                       2020-02-03  1.54                   0.34                 

                                   symptom:Morning sickness  \
open_covid_region_code date                                   
US-AL                  2020-01-06  1.40                       
                       2020-01-13  1.35                       
                       2020-01-20  1.29                       
                       2020-01-27  1.28                       
                       2020-02-03  1.23                       

                                   symptom:Motion sickness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.45                      
                       2020-01-13  0.47                      
                       2020-01-20  0.46                      
                       2020-01-27  0.42                      
                       2020-02-03  0.43                      

                                   symptom:Mouth ulcer  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.12                  
                       2020-01-13  1.12                  
                       2020-01-20  1.12                  
                       2020-01-27  1.12                  
                       2020-02-03  1.14                  

                                   symptom:Muscle atrophy  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.15                     
                       2020-01-13  0.19                     
                       2020-01-20  0.18                     
                       2020-01-27  0.20                     
                       2020-02-03  0.18                     

                                   symptom:Muscle weakness  symptom:Myalgia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.35                     0.73              
                       2020-01-13  0.41                     0.72              
                       2020-01-20  0.38                     0.72              
                       2020-01-27  0.40                     0.78              
                       2020-02-03  0.42                     0.74              

                                   symptom:Mydriasis  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.33                
                       2020-01-13  0.33                
                       2020-01-20  0.36                
                       2020-01-27  0.35                
                       2020-02-03  0.38                

                                   symptom:Myocardial infarction  \
open_covid_region_code date                                        
US-AL                  2020-01-06  3.31                            
                       2020-01-13  3.39                            
                       2020-01-20  3.33                            
                       2020-01-27  3.43                            
                       2020-02-03  3.51                            

                                   symptom:Myoclonus  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.12                
                       2020-01-13  0.13                
                       2020-01-20  0.15                
                       2020-01-27  0.13                
                       2020-02-03  0.15                

                                   symptom:Nasal congestion  \
open_covid_region_code date                                   
US-AL                  2020-01-06  2.92                       
                       2020-01-13  2.57                       
                       2020-01-20  3.29                       
                       2020-01-27  3.42                       
                       2020-02-03  3.39                       

                                   symptom:Nasal polyp  symptom:Nausea  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.15                 3.11             
                       2020-01-13  0.15                 3.14             
                       2020-01-20  0.19                 3.13             
                       2020-01-27  0.17                 3.33             
                       2020-02-03  0.16                 3.25             

                                   symptom:Neck mass  symptom:Neck pain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.17               2.11                
                       2020-01-13  0.17               2.23                
                       2020-01-20  0.19               2.06                
                       2020-01-27  0.17               2.02                
                       2020-02-03  0.17               2.00                

                                   symptom:Neonatal jaundice  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.24                        
                       2020-01-13  0.26                        
                       2020-01-20  0.26                        
                       2020-01-27  0.26                        
                       2020-02-03  0.27                        

                                   symptom:Nerve injury  symptom:Neuralgia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.39                  0.32                
                       2020-01-13  0.47                  0.34                
                       2020-01-20  0.41                  0.32                
                       2020-01-27  0.42                  0.34                
                       2020-02-03  0.42                  0.38                

                                   symptom:Neutropenia  symptom:Night sweats  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.15                 0.42                   
                       2020-01-13  0.19                 0.48                   
                       2020-01-20  0.19                 0.34                   
                       2020-01-27  0.22                 0.41                   
                       2020-02-03  0.20                 0.44                   

                                   symptom:Night terror  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.14                   
                       2020-01-13  0.14                   
                       2020-01-20  0.16                   
                       2020-01-27  0.13                   
                       2020-02-03  0.13                   

                                   symptom:Nocturnal enuresis  symptom:Nodule  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.18                        0.55             
                       2020-01-13  0.20                        0.53             
                       2020-01-20  0.20                        0.56             
                       2020-01-27  0.21                        0.55             
                       2020-02-03  0.18                        0.53             

                                   symptom:Nosebleed  symptom:Nystagmus  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.71               0.15                
                       2020-01-13  0.57               0.16                
                       2020-01-20  1.16               0.19                
                       2020-01-27  0.81               0.16                
                       2020-02-03  0.68               0.16                

                                   symptom:Obesity  symptom:Onychorrhexis  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  7.55             0.14                    
                       2020-01-13  7.64             0.14                    
                       2020-01-20  7.88             0.16                    
                       2020-01-27  7.67             0.14                    
                       2020-02-03  7.46             0.15                    

                                   symptom:Oral candidiasis  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.84                       
                       2020-01-13  0.84                       
                       2020-01-20  0.76                       
                       2020-01-27  0.78                       
                       2020-02-03  0.81                       

                                   symptom:Orthostatic hypotension  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.35                              
                       2020-01-13  0.42                              
                       2020-01-20  0.37                              
                       2020-01-27  0.38                              
                       2020-02-03  0.36                              

                                   symptom:Osteopenia  symptom:Osteophyte  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.25                0.30                 
                       2020-01-13  0.30                0.27                 
                       2020-01-20  0.31                0.28                 
                       2020-01-27  0.30                0.25                 
                       2020-02-03  0.28                0.24                 

                                   symptom:Osteoporosis  symptom:Otitis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  1.09                  1.77             
                       2020-01-13  1.20                  1.78             
                       2020-01-20  1.22                  1.74             
                       2020-01-27  1.26                  1.79             
                       2020-02-03  1.22                  1.83             

                                   symptom:Otitis externa  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.52                     
                       2020-01-13  0.57                     
                       2020-01-20  0.54                     
                       2020-01-27  0.57                     
                       2020-02-03  0.59                     

                                   symptom:Otitis media  symptom:Pain  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.27                  50.77          
                       2020-01-13  1.27                  51.78          
                       2020-01-20  1.30                  51.88          
                       2020-01-27  1.31                  50.98          
                       2020-02-03  1.33                  50.07          

                                   symptom:Palpitations  symptom:Panic attack  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.61                  1.94                   
                       2020-01-13  0.70                  1.97                   
                       2020-01-20  0.63                  2.03                   
                       2020-01-27  0.64                  2.16                   
                       2020-02-03  0.63                  1.99                   

                                   symptom:Papule  symptom:Paranoia  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.16            0.18               
                       2020-01-13  0.18            0.20               
                       2020-01-20  0.18            0.19               
                       2020-01-27  0.17            0.19               
                       2020-02-03  0.21            0.19               

                                   symptom:Paresthesia  \
open_covid_region_code date                              
US-AL                  2020-01-06  2.62                  
                       2020-01-13  2.76                  
                       2020-01-20  2.79                  
                       2020-01-27  2.68                  
                       2020-02-03  2.60                  

                                   symptom:Pelvic inflammatory disease  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.95                                  
                       2020-01-13  0.94                                  
                       2020-01-20  0.92                                  
                       2020-01-27  0.89                                  
                       2020-02-03  0.85                                  

                                   symptom:Pericarditis  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.13                   
                       2020-01-13  0.17                   
                       2020-01-20  0.16                   
                       2020-01-27  0.16                   
                       2020-02-03  0.16                   

                                   symptom:Periodontal disease  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.96                          
                       2020-01-13  0.98                          
                       2020-01-20  0.97                          
                       2020-01-27  0.98                          
                       2020-02-03  0.92                          

                                   symptom:Periorbital puffiness  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.04                            
                       2020-01-13  0.91                            
                       2020-01-20  1.01                            
                       2020-01-27  0.96                            
                       2020-02-03  0.96                            

                                   symptom:Peripheral neuropathy  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.18                            
                       2020-01-13  1.23                            
                       2020-01-20  1.22                            
                       2020-01-27  1.18                            
                       2020-02-03  1.19                            

                                   symptom:Perspiration  symptom:Petechia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  2.27                  0.13               
                       2020-01-13  2.53                  0.16               
                       2020-01-20  2.25                  0.16               
                       2020-01-27  2.40                  0.18               
                       2020-02-03  2.47                  0.17               

                                   symptom:Phlegm  symptom:Photodermatitis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  1.01            0.04                      
                       2020-01-13  0.85            0.01                      
                       2020-01-20  0.97           NaN                        
                       2020-01-27  1.04            0.02                      
                       2020-02-03  1.07            0.03                      

                                   symptom:Photophobia  symptom:Photopsia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.13                 0.22                
                       2020-01-13  0.15                 0.25                
                       2020-01-20  0.15                 0.23                
                       2020-01-27  0.13                 0.21                
                       2020-02-03  0.14                 0.23                

                                   symptom:Pleural effusion  symptom:Pleurisy  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.34                      0.29               
                       2020-01-13  0.37                      0.28               
                       2020-01-20  0.37                      0.29               
                       2020-01-27  0.40                      0.31               
                       2020-02-03  0.41                      0.32               

                                   symptom:Pneumonia  symptom:Podalgia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  2.44               1.30               
                       2020-01-13  2.28               1.23               
                       2020-01-20  2.54               1.14               
                       2020-01-27  2.79               1.19               
                       2020-02-03  2.75               1.22               

                                   symptom:Polycythemia  symptom:Polydipsia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.26                  0.08                 
                       2020-01-13  0.31                  0.08                 
                       2020-01-20  0.28                  0.11                 
                       2020-01-27  0.29                  0.09                 
                       2020-02-03  0.27                  0.09                 

                                   symptom:Polyneuropathy  symptom:Polyuria  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.27                    0.19               
                       2020-01-13  0.27                    0.21               
                       2020-01-20  0.28                    0.20               
                       2020-01-27  0.29                    0.21               
                       2020-02-03  0.25                    0.20               

                                   symptom:Poor posture  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.77                   
                       2020-01-13  0.73                   
                       2020-01-20  0.71                   
                       2020-01-27  0.70                   
                       2020-02-03  0.70                   

                                   symptom:Post-nasal drip  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.25                      
                       2020-01-13  0.25                      
                       2020-01-20  0.28                      
                       2020-01-27  0.31                      
                       2020-02-03  0.29                      

                                   symptom:Postural orthostatic tachycardia syndrome  \
open_covid_region_code date                                                            
US-AL                  2020-01-06  0.37                                                
                       2020-01-13  0.53                                                
                       2020-01-20  0.40                                                
                       2020-01-27  0.37                                                
                       2020-02-03  0.38                                                

                                   symptom:Prediabetes  symptom:Proteinuria  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.83                 0.36                  
                       2020-01-13  0.84                 0.37                  
                       2020-01-20  0.83                 0.39                  
                       2020-01-27  0.80                 0.46                  
                       2020-02-03  0.80                 0.41                  

                                   symptom:Pruritus ani  symptom:Psychosis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.38                  2.11                
                       2020-01-13  0.40                  2.18                
                       2020-01-20  0.39                  2.26                
                       2020-01-27  0.38                  2.26                
                       2020-02-03  0.36                  2.24                

                                   symptom:Ptosis  symptom:Pulmonary edema  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.15            0.12                      
                       2020-01-13  0.17            0.13                      
                       2020-01-20  0.16            0.15                      
                       2020-01-27  0.17            0.17                      
                       2020-02-03  0.16            0.12                      

                                   symptom:Pulmonary hypertension  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.48                             
                       2020-01-13  0.50                             
                       2020-01-20  0.64                             
                       2020-01-27  0.51                             
                       2020-02-03  0.56                             

                                   symptom:Purpura  symptom:Pus  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.23             0.82          
                       2020-01-13  0.26             0.86          
                       2020-01-20  0.28             0.87          
                       2020-01-27  0.33             0.94          
                       2020-02-03  0.30             0.90          

                                   symptom:Pyelonephritis  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.75                     
                       2020-01-13  0.75                     
                       2020-01-20  0.73                     
                       2020-01-27  0.75                     
                       2020-02-03  0.74                     

                                   symptom:Radiculopathy  symptom:Rectal pain  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.64                   0.14                  
                       2020-01-13  0.63                   0.10                  
                       2020-01-20  0.59                   0.13                  
                       2020-01-27  0.63                   0.14                  
                       2020-02-03  0.58                   0.13                  

                                   symptom:Rectal prolapse  symptom:Red eye  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.17                     0.44              
                       2020-01-13  0.16                     0.47              
                       2020-01-20  0.17                     0.48              
                       2020-01-27  0.17                     0.44              
                       2020-02-03  0.17                     0.48              

                                   symptom:Renal colic  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.25                  
                       2020-01-13  0.27                  
                       2020-01-20  0.25                  
                       2020-01-27  0.21                  
                       2020-02-03  0.23                  

                                   symptom:Restless legs syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.89                             
                       2020-01-13  0.93                             
                       2020-01-20  0.84                             
                       2020-01-27  0.83                             
                       2020-02-03  0.82                             

                                   symptom:Rheum  symptom:Rhinitis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.13           0.32               
                       2020-01-13  0.17           0.31               
                       2020-01-20  0.15           0.39               
                       2020-01-27  0.17           0.37               
                       2020-02-03  0.17           0.41               

                                   symptom:Rhinorrhea  symptom:Rosacea  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.53                0.55              
                       2020-01-13  0.49                0.53              
                       2020-01-20  0.64                0.64              
                       2020-01-27  0.69                0.57              
                       2020-02-03  0.64                0.55              

                                   symptom:Round ligament pain  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.23                          
                       2020-01-13  0.25                          
                       2020-01-20  0.20                          
                       2020-01-27  0.22                          
                       2020-02-03  0.22                          

                                   symptom:Rumination  symptom:Scar  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.11                3.31           
                       2020-01-13  0.11                3.36           
                       2020-01-20  0.14                3.52           
                       2020-01-27  0.09                3.41           
                       2020-02-03  0.11                3.39           

                                   symptom:Sciatica  symptom:Scoliosis  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.61              0.41                
                       2020-01-13  1.61              0.43                
                       2020-01-20  1.49              0.43                
                       2020-01-27  1.53              0.43                
                       2020-02-03  1.44              0.40                

                                   symptom:Seborrheic dermatitis  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.45                            
                       2020-01-13  0.44                            
                       2020-01-20  0.50                            
                       2020-01-27  0.45                            
                       2020-02-03  0.45                            

                                   symptom:Self-harm  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.31                
                       2020-01-13  0.32                
                       2020-01-20  0.35                
                       2020-01-27  0.34                
                       2020-02-03  0.34                

                                   symptom:Sensitivity to sound  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.12                           
                       2020-01-13  0.11                           
                       2020-01-20  0.10                           
                       2020-01-27  0.13                           
                       2020-02-03  0.12                           

                                   symptom:Sexual dysfunction  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.95                         
                       2020-01-13  0.97                         
                       2020-01-20  0.98                         
                       2020-01-27  0.98                         
                       2020-02-03  0.96                         

                                   symptom:Shallow breathing  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.07                        
                       2020-01-13  0.06                        
                       2020-01-20  0.05                        
                       2020-01-27  0.07                        
                       2020-02-03  0.06                        

                                   symptom:Sharp pain  symptom:Shivering  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.21                0.24                
                       2020-01-13  1.22                0.24                
                       2020-01-20  1.19                0.26                
                       2020-01-27  1.16                0.28                
                       2020-02-03  1.17                0.24                

                                   symptom:Shortness of breath  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.01                          
                       2020-01-13  1.04                          
                       2020-01-20  1.09                          
                       2020-01-27  1.13                          
                       2020-02-03  1.19                          

                                   symptom:Shyness  symptom:Sinusitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.44             3.24                
                       2020-01-13  0.43             2.80                
                       2020-01-20  0.44             3.38                
                       2020-01-27  0.45             3.52                
                       2020-02-03  0.41             3.51                

                                   symptom:Skin condition  symptom:Skin rash  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  5.70                    11.73               
                       2020-01-13  5.82                    8.96                
                       2020-01-20  6.34                    9.47                
                       2020-01-27  6.03                    11.35               
                       2020-02-03  5.93                    8.57                

                                   symptom:Skin tag  symptom:Skin ulcer  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.63              2.35                 
                       2020-01-13  0.69              2.35                 
                       2020-01-20  0.68              2.58                 
                       2020-01-27  0.64              2.57                 
                       2020-02-03  0.61              2.45                 

                                   symptom:Sleep apnea  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.88                  
                       2020-01-13  1.94                  
                       2020-01-20  1.83                  
                       2020-01-27  1.80                  
                       2020-02-03  1.81                  

                                   symptom:Sleep deprivation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.45                        
                       2020-01-13  0.43                        
                       2020-01-20  0.43                        
                       2020-01-27  0.46                        
                       2020-02-03  0.46                        

                                   symptom:Sleep disorder  symptom:Snoring  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  3.52                    1.34              
                       2020-01-13  3.38                    1.29              
                       2020-01-20  3.40                    1.33              
                       2020-01-27  3.33                    1.26              
                       2020-02-03  3.36                    1.25              

                                   symptom:Sore throat  symptom:Spasticity  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.98                 0.16                 
                       2020-01-13  2.97                 0.16                 
                       2020-01-20  3.32                 0.17                 
                       2020-01-27  3.96                 0.17                 
                       2020-02-03  3.97                 0.16                 

                                   symptom:Splenomegaly  symptom:Sputum  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.22                  0.23             
                       2020-01-13  0.24                  0.25             
                       2020-01-20  0.23                  0.27             
                       2020-01-27  0.24                  0.28             
                       2020-02-03  0.23                  0.29             

                                   symptom:Stomach rumble  symptom:Strabismus  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.19                    0.48                 
                       2020-01-13  0.17                    0.50                 
                       2020-01-20  0.17                    0.53                 
                       2020-01-27  0.17                    0.52                 
                       2020-02-03  0.15                    0.48                 

                                   symptom:Stretch marks  symptom:Stridor  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.68                   0.11              
                       2020-01-13  0.68                   0.15              
                       2020-01-20  0.75                   0.16              
                       2020-01-27  0.73                   0.17              
                       2020-02-03  0.74                   0.18              

                                   symptom:Stroke  symptom:Stuttering  \
open_covid_region_code date                                             
US-AL                  2020-01-06  3.54            0.26                 
                       2020-01-13  3.85            0.28                 
                       2020-01-20  3.87            0.27                 
                       2020-01-27  3.83            0.24                 
                       2020-02-03  3.86            0.33                 

                                   symptom:Subdural hematoma  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.14                        
                       2020-01-13  0.19                        
                       2020-01-20  0.19                        
                       2020-01-27  0.17                        
                       2020-02-03  0.19                        

                                   symptom:Suicidal ideation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.49                        
                       2020-01-13  0.63                        
                       2020-01-20  0.63                        
                       2020-01-27  0.61                        
                       2020-02-03  0.59                        

                                   symptom:Swelling  symptom:Swollen feet  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  7.26              0.70                   
                       2020-01-13  7.31              0.76                   
                       2020-01-20  7.43              0.65                   
                       2020-01-27  7.42              0.71                   
                       2020-02-03  7.26              0.77                   

                                   symptom:Swollen lymph nodes  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.30                          
                       2020-01-13  1.38                          
                       2020-01-20  1.36                          
                       2020-01-27  1.40                          
                       2020-02-03  1.35                          

                                   symptom:Syncope  symptom:Tachycardia  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.93             1.32                  
                       2020-01-13  1.05             1.52                  
                       2020-01-20  0.94             1.40                  
                       2020-01-27  0.98             1.41                  
                       2020-02-03  0.97             1.38                  

                                   symptom:Tachypnea  symptom:Telangiectasia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.14               0.30                     
                       2020-01-13  0.16               0.29                     
                       2020-01-20  0.18               0.31                     
                       2020-01-27  0.19               0.32                     
                       2020-02-03  0.17               0.32                     

                                   symptom:Tenderness  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.21                 
                       2020-01-13  0.21                 
                       2020-01-20  0.21                 
                       2020-01-27  0.20                 
                       2020-02-03  0.21                 

                                   symptom:Testicular pain  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.35                      
                       2020-01-13  0.37                      
                       2020-01-20  0.36                      
                       2020-01-27  0.37                      
                       2020-02-03  0.37                      

                                   symptom:Throat irritation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.28                        
                       2020-01-13  0.26                        
                       2020-01-20  0.30                        
                       2020-01-27  0.37                        
                       2020-02-03  0.36                        

                                   symptom:Thrombocytopenia  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.51                       
                       2020-01-13  0.54                       
                       2020-01-20  0.60                       
                       2020-01-27  0.65                       
                       2020-02-03  0.61                       

                                   symptom:Thyroid nodule  symptom:Tic  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.22                    0.30          
                       2020-01-13  0.25                    0.34          
                       2020-01-20  0.23                    0.33          
                       2020-01-27  0.22                    0.37          
                       2020-02-03  0.24                    0.37          

                                   symptom:Tinnitus  symptom:Tonsillitis  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.28              1.00                  
                       2020-01-13  1.30              1.04                  
                       2020-01-20  1.31              1.09                  
                       2020-01-27  1.29              1.16                  
                       2020-02-03  1.30              1.15                  

                                   symptom:Toothache  symptom:Tremor  \
open_covid_region_code date                                            
US-AL                  2020-01-06  1.49               0.92             
                       2020-01-13  1.47               1.04             
                       2020-01-20  1.47               0.99             
                       2020-01-27  1.49               0.91             
                       2020-02-03  1.47               0.92             

                                   symptom:Trichoptilosis  symptom:Tumor  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.15                    1.63            
                       2020-01-13  0.19                    1.67            
                       2020-01-20  0.18                    1.62            
                       2020-01-27  0.21                    1.67            
                       2020-02-03  0.16                    1.60            

                                   symptom:Type 2 diabetes  \
open_covid_region_code date                                  
US-AL                  2020-01-06  6.14                      
                       2020-01-13  6.32                      
                       2020-01-20  6.40                      
                       2020-01-27  6.38                      
                       2020-02-03  6.12                      

                                   symptom:Unconsciousness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.27                      
                       2020-01-13  0.29                      
                       2020-01-20  0.30                      
                       2020-01-27  0.31                      
                       2020-02-03  0.29                      

                                   symptom:Underweight  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.87                  
                       2020-01-13  0.87                  
                       2020-01-20  0.90                  
                       2020-01-27  0.88                  
                       2020-02-03  0.78                  

                                   symptom:Upper respiratory tract infection  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.39                                        
                       2020-01-13  0.36                                        
                       2020-01-20  0.42                                        
                       2020-01-27  0.52                                        
                       2020-02-03  0.55                                        

                                   symptom:Urethritis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.34                 
                       2020-01-13  0.34                 
                       2020-01-20  0.37                 
                       2020-01-27  0.38                 
                       2020-02-03  0.35                 

                                   symptom:Urinary incontinence  \
open_covid_region_code date                                       
US-AL                  2020-01-06  1.88                           
                       2020-01-13  1.94                           
                       2020-01-20  1.92                           
                       2020-01-27  1.97                           
                       2020-02-03  1.90                           

                                   symptom:Urinary tract infection  \
open_covid_region_code date                                          
US-AL                  2020-01-06  6.35                              
                       2020-01-13  6.45                              
                       2020-01-20  6.51                              
                       2020-01-27  6.48                              
                       2020-02-03  6.34                              

                                   symptom:Urinary urgency  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.12                      
                       2020-01-13  0.13                      
                       2020-01-20  0.12                      
                       2020-01-27  0.12                      
                       2020-02-03  0.12                      

                                   symptom:Uterine contraction  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.16                          
                       2020-01-13  1.21                          
                       2020-01-20  1.26                          
                       2020-01-27  1.25                          
                       2020-02-03  1.22                          

                                   symptom:Vaginal bleeding  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.89                       
                       2020-01-13  0.86                       
                       2020-01-20  0.90                       
                       2020-01-27  0.85                       
                       2020-02-03  0.84                       

                                   symptom:Vaginal discharge  \
open_covid_region_code date                                    
US-AL                  2020-01-06  4.46                        
                       2020-01-13  4.29                        
                       2020-01-20  4.61                        
                       2020-01-27  4.32                        
                       2020-02-03  4.21                        

                                   symptom:Vaginitis  symptom:Varicose veins  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.21               0.60                     
                       2020-01-13  1.15               0.63                     
                       2020-01-20  1.26               0.61                     
                       2020-01-27  1.21               0.62                     
                       2020-02-03  1.20               0.64                     

                                   symptom:Vasculitis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.20                 
                       2020-01-13  0.19                 
                       2020-01-20  0.24                 
                       2020-01-27  0.20                 
                       2020-02-03  0.22                 

                                   symptom:Ventricular fibrillation  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.11                               
                       2020-01-13  0.11                               
                       2020-01-20  0.14                               
                       2020-01-27  0.15                               
                       2020-02-03  0.13                               

                                   symptom:Ventricular tachycardia  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.38                              
                       2020-01-13  0.33                              
                       2020-01-20  0.37                              
                       2020-01-27  0.36                              
                       2020-02-03  0.38                              

                                   symptom:Vertigo  symptom:Viral pneumonia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  1.53             0.17                      
                       2020-01-13  1.52             0.13                      
                       2020-01-20  1.64             0.17                      
                       2020-01-27  1.52             0.17                      
                       2020-02-03  1.52             0.18                      

                                   symptom:Visual acuity  symptom:Vomiting  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.34                   3.89               
                       2020-01-13  0.33                   4.07               
                       2020-01-20  0.35                   4.21               
                       2020-01-27  0.34                   4.48               
                       2020-02-03  0.30                   4.74               

                                   symptom:Wart  symptom:Water retention  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.89          0.34                      
                       2020-01-13  1.89          0.40                      
                       2020-01-20  1.77          0.36                      
                       2020-01-27  1.81          0.36                      
                       2020-02-03  1.75          0.39                      

                                   symptom:Weakness  symptom:Weight gain  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.58              4.89                  
                       2020-01-13  0.60              4.80                  
                       2020-01-20  0.56              4.86                  
                       2020-01-27  0.64              4.66                  
                       2020-02-03  0.60              4.67                  

                                   symptom:Wheeze  symptom:Xeroderma  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.42            3.00                
                       2020-01-13  0.39            2.65                
                       2020-01-20  0.40            3.72                
                       2020-01-27  0.42            3.11                
                       2020-02-03  0.45            2.85                

                                   symptom:Xerostomia  symptom:Yawn  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.60                0.23           
                       2020-01-13  0.60                0.24           
                       2020-01-20  0.66                0.22           
                       2020-01-27  0.62                0.19           
                       2020-02-03  0.59                0.20           

                                   symptom:hyperhidrosis  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.64                    
                       2020-01-13  0.73                    
                       2020-01-20  0.64                    
                       2020-01-27  0.68                    
                       2020-02-03  0.69                    

                                   symptom:pancreatitis state_codes  
open_covid_region_code date                                          
US-AL                  2020-01-06  0.60                  AL          
                       2020-01-13  0.58                  AL          
                       2020-01-20  0.60                  AL          
                       2020-01-27  0.55                  AL          
                       2020-02-03  0.58                  AL          
(2649, 426)
In [8]:
# Running second cell for "COVID Hospitalization Cases" dataset collection, cleaning, and partial display

import numpy as np
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', None)
pd.set_option('display.max_colwidth', -1)
url = 'https://raw.githubusercontent.com/google-research/open-covid-19-data/master/data/exports/cc_by/aggregated_cc_by.csv'
df2 = pd.read_csv(url,index_col=0,parse_dates=[0])
#replace 0 values with null
df2 = df2.replace({0.0:np.nan})
#get rid of irrelevant features
relevant_col = ['region_name', 'date', 'hospitalized_new']
df2=df2[relevant_col]
# Delete rows which have no value for hospitalized_new
df2=df2.dropna(subset = ['hospitalized_new'])
#convert date format and resample to weekly
df2['date'] = pd.to_datetime(df2['date'])
df2=df2.set_index('date').groupby([df2.index, 'region_name']).resample('W', label='left', loffset=pd.DateOffset(days=1)).sum().fillna(0).reset_index().set_index('open_covid_region_code')
#create multi-index constructed from open_covid_region_code and 'date'
df2 = df2.set_index([df2.index, 'date'])
print (df2.head(10))
print (df2.shape)
<ipython-input-8-7c6d8d764758>:7: FutureWarning:

Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.

/Users/patrickiskandar/opt/anaconda3/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3071: DtypeWarning:

Columns (15) have mixed types.Specify dtype option on import or set low_memory=False.

                                   region_name  hospitalized_new
open_covid_region_code date                                     
CHE                    2020-02-24  Switzerland  49.0            
                       2020-03-02  Switzerland  106.0           
                       2020-03-09  Switzerland  339.0           
                       2020-03-16  Switzerland  819.0           
                       2020-03-23  Switzerland  1147.0          
                       2020-03-30  Switzerland  630.0           
                       2020-04-06  Switzerland  340.0           
                       2020-04-13  Switzerland  212.0           
                       2020-04-20  Switzerland  97.0            
                       2020-04-27  Switzerland  59.0            
(5951, 2)
In [9]:
# Running third cell for merging the weekly symptoms and hospitalization datasets. One dataframe object for visualization and one for machine learning algorithms.
# Both dataframes objects are shown partially.

pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', None)
pd.set_option('display.max_colwidth', -1)
inner_df = pd.merge(df1, df2, left_index=True, right_index=True)
#inner_df contains only points that have data for both symptoms and hospitalizations
left_df = pd.merge(df1, df2, left_index=True, right_index=True, how='left')
#left_df contains all rows in df1, even if hospitalized_new value is null
print (left_df.head(5))
print(left_df.shape)
print (inner_df.head(5))
print (inner_df.shape)
left_df.to_csv('out.csv')
<ipython-input-9-cf0a4f800f70>:7: FutureWarning:

Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.

                                  country_region sub_region_1  \
open_covid_region_code date                                     
US-AL                  2020-01-06  United States  Alabama       
                       2020-01-13  United States  Alabama       
                       2020-01-20  United States  Alabama       
                       2020-01-27  United States  Alabama       
                       2020-02-03  United States  Alabama       

                                  sub_region_1_code  \
open_covid_region_code date                           
US-AL                  2020-01-06  US-AL              
                       2020-01-13  US-AL              
                       2020-01-20  US-AL              
                       2020-01-27  US-AL              
                       2020-02-03  US-AL              

                                   symptom:Abdominal obesity  \
open_covid_region_code date                                    
US-AL                  2020-01-06  3.33                        
                       2020-01-13  3.43                        
                       2020-01-20  3.32                        
                       2020-01-27  3.17                        
                       2020-02-03  3.29                        

                                   symptom:Abdominal pain  symptom:Acne  \
open_covid_region_code date                                               
US-AL                  2020-01-06  6.25                    11.05          
                       2020-01-13  6.27                    10.82          
                       2020-01-20  6.29                    11.50          
                       2020-01-27  6.22                    10.56          
                       2020-02-03  6.20                    10.60          

                                   symptom:Actinic keratosis  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.45                        
                       2020-01-13  0.46                        
                       2020-01-20  0.51                        
                       2020-01-27  0.51                        
                       2020-02-03  0.53                        

                                   symptom:Acute bronchitis  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.95                       
                       2020-01-13  0.85                       
                       2020-01-20  0.84                       
                       2020-01-27  0.98                       
                       2020-02-03  1.01                       

                                   symptom:Adrenal crisis  symptom:Ageusia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.15                    0.07              
                       2020-01-13  0.16                    0.08              
                       2020-01-20  0.18                    0.09              
                       2020-01-27  0.16                    0.07              
                       2020-02-03  0.14                    0.06              

                                   symptom:Alcoholism  \
open_covid_region_code date                             
US-AL                  2020-01-06  4.93                 
                       2020-01-13  4.99                 
                       2020-01-20  5.02                 
                       2020-01-27  5.07                 
                       2020-02-03  4.93                 

                                   symptom:Allergic conjunctivitis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.07                              
                       2020-01-13  0.07                              
                       2020-01-20  0.09                              
                       2020-01-27  0.07                              
                       2020-02-03  0.08                              

                                   symptom:Allergy  symptom:Amblyopia  \
open_covid_region_code date                                             
US-AL                  2020-01-06  13.21            0.26                
                       2020-01-13  13.23            0.26                
                       2020-01-20  14.25            0.29                
                       2020-01-27  14.19            0.28                
                       2020-02-03  14.14            0.25                

                                   symptom:Amenorrhea  symptom:Amnesia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.21                0.50              
                       2020-01-13  0.17                0.58              
                       2020-01-20  0.18                0.63              
                       2020-01-27  0.21                0.62              
                       2020-02-03  0.20                0.61              

                                   symptom:Anal fissure  symptom:Anaphylaxis  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.36                  0.48                  
                       2020-01-13  0.36                  0.53                  
                       2020-01-20  0.40                  0.50                  
                       2020-01-27  0.37                  0.52                  
                       2020-02-03  0.38                  0.55                  

                                   symptom:Anemia  symptom:Angina pectoris  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.92            1.31                      
                       2020-01-13  3.15            1.39                      
                       2020-01-20  3.33            1.39                      
                       2020-01-27  3.39            1.41                      
                       2020-02-03  3.37            1.38                      

                                   symptom:Angioedema  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.25                 
                       2020-01-13  0.23                 
                       2020-01-20  0.29                 
                       2020-01-27  0.27                 
                       2020-02-03  0.28                 

                                   symptom:Angular cheilitis  symptom:Anosmia  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.10                       0.07              
                       2020-01-13  0.12                       0.08              
                       2020-01-20  0.12                       0.08              
                       2020-01-27  0.12                       0.07              
                       2020-02-03  0.10                       0.08              

                                   symptom:Anxiety  symptom:Aphasia  \
open_covid_region_code date                                           
US-AL                  2020-01-06  9.91             0.26              
                       2020-01-13  10.09            0.32              
                       2020-01-20  10.10            0.34              
                       2020-01-27  10.45            0.34              
                       2020-02-03  10.25            0.35              

                                   symptom:Aphonia  symptom:Apnea  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.13             0.64            
                       2020-01-13  0.11             0.68            
                       2020-01-20  0.10             0.63            
                       2020-01-27  0.14             0.64            
                       2020-02-03  0.11             0.63            

                                   symptom:Arthralgia  symptom:Arthritis  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.46                7.02                
                       2020-01-13  0.46                7.31                
                       2020-01-20  0.46                7.22                
                       2020-01-27  0.47                7.03                
                       2020-02-03  0.47                6.85                

                                   symptom:Ascites  symptom:Asperger syndrome  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.24             1.28                        
                       2020-01-13  0.24             1.35                        
                       2020-01-20  0.28             1.36                        
                       2020-01-27  0.28             1.41                        
                       2020-02-03  0.29             1.32                        

                                   symptom:Asphyxia  symptom:Asthma  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.14              2.81             
                       2020-01-13  0.18              2.88             
                       2020-01-20  0.18              2.94             
                       2020-01-27  0.16              3.04             
                       2020-02-03  0.14              3.08             

                                   symptom:Astigmatism  symptom:Ataxia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.42                 0.20             
                       2020-01-13  0.90                 0.26             
                       2020-01-20  0.59                 0.26             
                       2020-01-27  0.46                 0.28             
                       2020-02-03  0.45                 0.24             

                                   symptom:Atheroma  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.20               
                       2020-01-13  0.21               
                       2020-01-20  0.22               
                       2020-01-27  0.22               
                       2020-02-03  0.24               

                                   symptom:Attention deficit hyperactivity disorder  \
open_covid_region_code date                                                           
US-AL                  2020-01-06  5.05                                               
                       2020-01-13  5.19                                               
                       2020-01-20  5.24                                               
                       2020-01-27  5.19                                               
                       2020-02-03  5.25                                               

                                   symptom:Auditory hallucination  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.10                             
                       2020-01-13  0.10                             
                       2020-01-20  0.13                             
                       2020-01-27  0.12                             
                       2020-02-03  0.14                             

                                   symptom:Autoimmune disease  \
open_covid_region_code date                                     
US-AL                  2020-01-06  2.11                         
                       2020-01-13  2.47                         
                       2020-01-20  2.23                         
                       2020-01-27  2.21                         
                       2020-02-03  2.19                         

                                   symptom:Avoidant personality disorder  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.15                                    
                       2020-01-13  0.15                                    
                       2020-01-20  0.15                                    
                       2020-01-27  0.32                                    
                       2020-02-03  0.23                                    

                                   symptom:Back pain  \
open_covid_region_code date                            
US-AL                  2020-01-06  7.58                
                       2020-01-13  7.69                
                       2020-01-20  7.42                
                       2020-01-27  7.34                
                       2020-02-03  7.27                

                                   symptom:Bacterial vaginosis  \
open_covid_region_code date                                      
US-AL                  2020-01-06  2.32                          
                       2020-01-13  2.15                          
                       2020-01-20  2.39                          
                       2020-01-27  2.34                          
                       2020-02-03  2.23                          

                                   symptom:Balance disorder  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.19                       
                       2020-01-13  0.17                       
                       2020-01-20  0.18                       
                       2020-01-27  0.19                       
                       2020-02-03  0.18                       

                                   symptom:Beau's lines  symptom:Bell's palsy  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.13                  0.33                   
                       2020-01-13  0.14                  0.33                   
                       2020-01-20  0.17                  0.32                   
                       2020-01-27  0.12                  0.31                   
                       2020-02-03  0.14                  0.29                   

                                   symptom:Biliary colic  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.37                    
                       2020-01-13  0.40                    
                       2020-01-20  0.37                    
                       2020-01-27  0.37                    
                       2020-02-03  0.39                    

                                   symptom:Binge eating  symptom:Bleeding  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.24                  5.45               
                       2020-01-13  0.29                  5.52               
                       2020-01-20  0.27                  5.98               
                       2020-01-27  0.31                  5.74               
                       2020-02-03  0.33                  5.72               

                                   symptom:Bleeding on probing  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.20                          
                       2020-01-13  0.23                          
                       2020-01-20  0.21                          
                       2020-01-27  0.21                          
                       2020-02-03  0.21                          

                                   symptom:Blepharospasm  symptom:Bloating  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.64                   2.88               
                       2020-01-13  0.66                   2.88               
                       2020-01-20  0.66                   2.91               
                       2020-01-27  0.67                   2.92               
                       2020-02-03  0.69                   2.88               

                                   symptom:Blood in stool  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.60                     
                       2020-01-13  0.59                     
                       2020-01-20  0.61                     
                       2020-01-27  0.60                     
                       2020-02-03  0.64                     

                                   symptom:Blurred vision  symptom:Blushing  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.54                    0.26               
                       2020-01-13  0.92                    0.25               
                       2020-01-20  0.72                    0.29               
                       2020-01-27  0.60                    0.29               
                       2020-02-03  0.54                    0.27               

                                   symptom:Boil  symptom:Bone fracture  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.46          4.17                    
                       2020-01-13  1.55          4.09                    
                       2020-01-20  1.51          4.15                    
                       2020-01-27  1.47          4.29                    
                       2020-02-03  1.43          4.21                    

                                   symptom:Bone tumor  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.30                 
                       2020-01-13  0.32                 
                       2020-01-20  0.31                 
                       2020-01-27  0.30                 
                       2020-02-03  0.29                 

                                   symptom:Bowel obstruction  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.38                        
                       2020-01-13  0.41                        
                       2020-01-20  0.43                        
                       2020-01-27  0.42                        
                       2020-02-03  0.41                        

                                   symptom:Bradycardia  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.79                  
                       2020-01-13  0.87                  
                       2020-01-20  0.84                  
                       2020-01-27  0.90                  
                       2020-02-03  0.84                  

                                   symptom:Braxton Hicks contractions  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.64                                 
                       2020-01-13  0.61                                 
                       2020-01-20  0.64                                 
                       2020-01-27  0.64                                 
                       2020-02-03  0.59                                 

                                   symptom:Breakthrough bleeding  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.12                            
                       2020-01-13  1.12                            
                       2020-01-20  1.12                            
                       2020-01-27  1.09                            
                       2020-02-03  1.05                            

                                   symptom:Breast pain  symptom:Bronchitis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.77                 1.39                 
                       2020-01-13  0.79                 1.28                 
                       2020-01-20  0.75                 1.33                 
                       2020-01-27  0.73                 1.42                 
                       2020-02-03  0.72                 1.50                 

                                   symptom:Bruise  symptom:Bruxism  \
open_covid_region_code date                                          
US-AL                  2020-01-06  2.07            0.37              
                       2020-01-13  2.12            0.35              
                       2020-01-20  2.08            0.35              
                       2020-01-27  2.13            0.37              
                       2020-02-03  2.13            0.37              

                                   symptom:Bunion  symptom:Burn  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.65            2.27           
                       2020-01-13  0.63            2.32           
                       2020-01-20  0.58            2.46           
                       2020-01-27  0.60            2.36           
                       2020-02-03  0.58            2.35           

                                   symptom:Burning Chest Pain  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.08                         
                       2020-01-13  0.07                         
                       2020-01-20  0.07                         
                       2020-01-27  0.07                         
                       2020-02-03  0.09                         

                                   symptom:Burning mouth syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.21                             
                       2020-01-13  0.24                             
                       2020-01-20  0.24                             
                       2020-01-27  0.23                             
                       2020-02-03  0.22                             

                                   symptom:Candidiasis  symptom:Canker sore  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  4.33                 1.28                  
                       2020-01-13  4.29                 1.27                  
                       2020-01-20  4.36                 1.36                  
                       2020-01-27  4.23                 1.32                  
                       2020-02-03  4.14                 1.36                  

                                   symptom:Cardiac arrest  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.60                     
                       2020-01-13  0.67                     
                       2020-01-20  0.63                     
                       2020-01-27  0.68                     
                       2020-02-03  0.69                     

                                   symptom:Carpal tunnel syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  1.11                             
                       2020-01-13  1.14                             
                       2020-01-20  1.13                             
                       2020-01-27  1.14                             
                       2020-02-03  1.08                             

                                   symptom:Cataplexy  symptom:Cataract  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.17               0.75               
                       2020-01-13  0.26               0.77               
                       2020-01-20  0.24               0.79               
                       2020-01-27  0.20               0.75               
                       2020-02-03  0.26               0.71               

                                   symptom:Chancre  symptom:Cheilitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.31             0.43                
                       2020-01-13  0.31             0.35                
                       2020-01-20  0.27             0.66                
                       2020-01-27  0.33             0.44                
                       2020-02-03  0.26             0.36                

                                   symptom:Chest pain  symptom:Chills  \
open_covid_region_code date                                             
US-AL                  2020-01-06  2.04                0.53             
                       2020-01-13  2.03                0.53             
                       2020-01-20  2.01                0.58             
                       2020-01-27  2.10                0.80             
                       2020-02-03  2.14                0.78             

                                   symptom:Chorea  symptom:Chronic pain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.13            1.41                   
                       2020-01-13  0.18            1.45                   
                       2020-01-20  0.19            1.53                   
                       2020-01-27  0.22            1.51                   
                       2020-02-03  0.21            1.48                   

                                   symptom:Cirrhosis  \
open_covid_region_code date                            
US-AL                  2020-01-06  1.05                
                       2020-01-13  1.04                
                       2020-01-20  1.05                
                       2020-01-27  1.06                
                       2020-02-03  1.07                

                                   symptom:Cleft lip and cleft palate  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.24                                 
                       2020-01-13  0.43                                 
                       2020-01-20  0.23                                 
                       2020-01-27  0.20                                 
                       2020-02-03  0.20                                 

                                   symptom:Clouding of consciousness  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.15                                
                       2020-01-13  0.12                                
                       2020-01-20  0.14                                
                       2020-01-27  0.13                                
                       2020-02-03  0.13                                

                                   symptom:Cluster headache  symptom:Colitis  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.34                      0.73              
                       2020-01-13  0.34                      0.80              
                       2020-01-20  0.36                      0.74              
                       2020-01-27  0.34                      0.74              
                       2020-02-03  0.38                      0.68              

                                   symptom:Coma  symptom:Common cold  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.30          17.57                 
                       2020-01-13  0.36          16.60                 
                       2020-01-20  0.36          25.14                 
                       2020-01-27  0.40          34.74                 
                       2020-02-03  0.37          27.79                 

                                   symptom:Compulsive behavior  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.71                          
                       2020-01-13  0.77                          
                       2020-01-20  0.82                          
                       2020-01-27  0.81                          
                       2020-02-03  0.76                          

                                   symptom:Compulsive hoarding  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.15                          
                       2020-01-13  0.15                          
                       2020-01-20  0.17                          
                       2020-01-27  0.19                          
                       2020-02-03  0.16                          

                                   symptom:Confusion  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.33                
                       2020-01-13  0.33                
                       2020-01-20  0.33                
                       2020-01-27  0.35                
                       2020-02-03  0.35                

                                   symptom:Congenital heart defect  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.32                              
                       2020-01-13  0.34                              
                       2020-01-20  0.36                              
                       2020-01-27  0.44                              
                       2020-02-03  0.52                              

                                   symptom:Conjunctivitis  \
open_covid_region_code date                                 
US-AL                  2020-01-06  1.28                     
                       2020-01-13  1.33                     
                       2020-01-20  1.42                     
                       2020-01-27  1.37                     
                       2020-02-03  1.43                     

                                   symptom:Constipation  symptom:Convulsion  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  4.75                  0.46                 
                       2020-01-13  4.86                  0.48                 
                       2020-01-20  5.00                  0.51                 
                       2020-01-27  4.78                  0.56                 
                       2020-02-03  4.67                  0.55                 

                                   symptom:Cough  symptom:Crackles  \
open_covid_region_code date                                          
US-AL                  2020-01-06  10.60          0.11               
                       2020-01-13  10.09          0.10               
                       2020-01-20  11.55          0.11               
                       2020-01-27  13.52          0.15               
                       2020-02-03  13.60          0.15               

                                   symptom:Cramp  symptom:Crepitus  \
open_covid_region_code date                                          
US-AL                  2020-01-06  4.35           0.11               
                       2020-01-13  4.38           0.14               
                       2020-01-20  4.25           0.12               
                       2020-01-27  4.16           0.14               
                       2020-02-03  4.12           0.13               

                                   symptom:Croup  symptom:Cyanosis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.23           0.15               
                       2020-01-13  0.28           0.14               
                       2020-01-20  0.33           0.15               
                       2020-01-27  0.37           0.16               
                       2020-02-03  0.36           0.16               

                                   symptom:Dandruff  \
open_covid_region_code date                           
US-AL                  2020-01-06  1.48               
                       2020-01-13  1.51               
                       2020-01-20  1.57               
                       2020-01-27  1.50               
                       2020-02-03  1.49               

                                   symptom:Delayed onset muscle soreness  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.80                                    
                       2020-01-13  0.76                                    
                       2020-01-20  0.65                                    
                       2020-01-27  0.69                                    
                       2020-02-03  0.65                                    

                                   symptom:Dementia  \
open_covid_region_code date                           
US-AL                  2020-01-06  2.76               
                       2020-01-13  3.10               
                       2020-01-20  3.24               
                       2020-01-27  3.09               
                       2020-02-03  2.99               

                                   symptom:Dentin hypersensitivity  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.36                              
                       2020-01-13  0.33                              
                       2020-01-20  0.34                              
                       2020-01-27  0.34                              
                       2020-02-03  0.35                              

                                   symptom:Depersonalization  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.09                        
                       2020-01-13  0.09                        
                       2020-01-20  0.10                        
                       2020-01-27  0.11                        
                       2020-02-03  0.09                        

                                   symptom:Depression  symptom:Dermatitis  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  5.67                3.27                 
                       2020-01-13  6.00                3.16                 
                       2020-01-20  6.16                3.72                 
                       2020-01-27  6.18                3.31                 
                       2020-02-03  6.08                3.11                 

                                   symptom:Desquamation  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.49                   
                       2020-01-13  0.46                   
                       2020-01-20  0.56                   
                       2020-01-27  0.47                   
                       2020-02-03  0.46                   

                                   symptom:Developmental disability  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.12                               
                       2020-01-13  0.17                               
                       2020-01-20  0.15                               
                       2020-01-27  0.16                               
                       2020-02-03  0.18                               

                                   symptom:Diabetes  \
open_covid_region_code date                           
US-AL                  2020-01-06  12.07              
                       2020-01-13  12.46              
                       2020-01-20  12.54              
                       2020-01-27  12.47              
                       2020-02-03  12.07              

                                   symptom:Diabetic ketoacidosis  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.40                            
                       2020-01-13  0.40                            
                       2020-01-20  0.43                            
                       2020-01-27  0.44                            
                       2020-02-03  0.37                            

                                   symptom:Diarrhea  symptom:Dizziness  \
open_covid_region_code date                                              
US-AL                  2020-01-06  5.23              2.23                
                       2020-01-13  5.31              2.23                
                       2020-01-20  5.41              2.29                
                       2020-01-27  5.48              2.21                
                       2020-02-03  5.68              2.25                

                                   symptom:Dry eye syndrome  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.88                       
                       2020-01-13  0.93                       
                       2020-01-20  1.00                       
                       2020-01-27  0.91                       
                       2020-02-03  0.87                       

                                   symptom:Dysautonomia  symptom:Dysgeusia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.23                  0.14                
                       2020-01-13  0.25                  0.15                
                       2020-01-20  0.24                  0.14                
                       2020-01-27  0.25                  0.15                
                       2020-02-03  0.25                  0.13                

                                   symptom:Dysmenorrhea  symptom:Dyspareunia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.73                  0.17                  
                       2020-01-13  1.71                  0.18                  
                       2020-01-20  1.66                  0.20                  
                       2020-01-27  1.65                  0.18                  
                       2020-02-03  1.61                  0.18                  

                                   symptom:Dysphagia  symptom:Dysphoria  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.39               0.20                
                       2020-01-13  0.48               0.20                
                       2020-01-20  0.51               0.20                
                       2020-01-27  0.63               0.26                
                       2020-02-03  0.56               0.20                

                                   symptom:Dystonia  symptom:Dysuria  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.18              0.27              
                       2020-01-13  0.20              0.24              
                       2020-01-20  0.19              0.24              
                       2020-01-27  0.19              0.22              
                       2020-02-03  0.21              0.26              

                                   symptom:Ear pain  symptom:Eczema  \
open_covid_region_code date                                           
US-AL                  2020-01-06  1.06              0.28             
                       2020-01-13  1.06              0.24             
                       2020-01-20  1.04              0.33             
                       2020-01-27  1.09              0.26             
                       2020-02-03  1.10              0.26             

                                   symptom:Edema  symptom:Encephalitis  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.09           0.20                   
                       2020-01-13  1.22           0.26                   
                       2020-01-20  1.27           0.23                   
                       2020-01-27  1.19           0.24                   
                       2020-02-03  1.23           0.24                   

                                   symptom:Encephalopathy  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.26                     
                       2020-01-13  0.81                     
                       2020-01-20  0.71                     
                       2020-01-27  0.45                     
                       2020-02-03  0.35                     

                                   symptom:Epidermoid cyst  symptom:Epilepsy  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.39                     3.49               
                       2020-01-13  0.40                     3.69               
                       2020-01-20  0.97                     3.63               
                       2020-01-27  0.36                     3.69               
                       2020-02-03  0.35                     3.56               

                                   symptom:Epiphora  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.11               
                       2020-01-13  0.13               
                       2020-01-20  0.16               
                       2020-01-27  0.13               
                       2020-02-03  0.11               

                                   symptom:Erectile dysfunction  \
open_covid_region_code date                                       
US-AL                  2020-01-06  3.94                           
                       2020-01-13  4.08                           
                       2020-01-20  4.19                           
                       2020-01-27  4.09                           
                       2020-02-03  4.13                           

                                   symptom:Erythema  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.67               
                       2020-01-13  0.67               
                       2020-01-20  0.76               
                       2020-01-27  0.71               
                       2020-02-03  0.70               

                                   symptom:Erythema chronicum migrans  \
open_covid_region_code date                                             
US-AL                  2020-01-06  2.96                                 
                       2020-01-13  0.40                                 
                       2020-01-20  0.25                                 
                       2020-01-27  0.29                                 
                       2020-02-03  0.27                                 

                                   symptom:Esophagitis  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.21                  
                       2020-01-13  0.18                  
                       2020-01-20  0.17                  
                       2020-01-27  0.17                  
                       2020-02-03  0.19                  

                                   symptom:Excessive daytime sleepiness  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.42                                   
                       2020-01-13  0.55                                   
                       2020-01-20  0.54                                   
                       2020-01-27  0.44                                   
                       2020-02-03  0.57                                   

                                   symptom:Eye pain  symptom:Eye strain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.23              0.38                 
                       2020-01-13  0.22              0.39                 
                       2020-01-20  0.25              0.36                 
                       2020-01-27  0.24              0.35                 
                       2020-02-03  0.22              0.33                 

                                   symptom:Facial nerve paralysis  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.28                             
                       2020-01-13  0.28                             
                       2020-01-20  0.29                             
                       2020-01-27  0.28                             
                       2020-02-03  0.27                             

                                   symptom:Facial swelling  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.18                      
                       2020-01-13  0.17                      
                       2020-01-20  0.17                      
                       2020-01-27  0.17                      
                       2020-02-03  0.17                      

                                   symptom:Fasciculation  symptom:Fatigue  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  1.09                   6.43              
                       2020-01-13  1.09                   6.74              
                       2020-01-20  1.07                   6.72              
                       2020-01-27  1.10                   6.96              
                       2020-02-03  1.08                   6.88              

                                   symptom:Fatty liver disease  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.60                          
                       2020-01-13  0.56                          
                       2020-01-20  0.60                          
                       2020-01-27  0.58                          
                       2020-02-03  0.58                          

                                   symptom:Fecal incontinence  symptom:Fever  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.23                        5.24            
                       2020-01-13  0.22                        5.63            
                       2020-01-20  0.23                        6.37            
                       2020-01-27  0.25                        7.49            
                       2020-02-03  0.21                        7.37            

                                   symptom:Fibrillation  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.73                   
                       2020-01-13  0.80                   
                       2020-01-20  0.81                   
                       2020-01-27  0.80                   
                       2020-02-03  0.83                   

                                   symptom:Fibrocystic breast changes  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.22                                 
                       2020-01-13  0.17                                 
                       2020-01-20  0.20                                 
                       2020-01-27  0.20                                 
                       2020-02-03  0.19                                 

                                   symptom:Fibromyalgia  symptom:Flatulence  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.91                  3.21                 
                       2020-01-13  0.92                  3.30                 
                       2020-01-20  0.97                  3.34                 
                       2020-01-27  0.97                  3.40                 
                       2020-02-03  0.91                  3.33                 

                                   symptom:Floater  symptom:Focal seizure  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.29             0.18                    
                       2020-01-13  0.32             0.21                    
                       2020-01-20  0.32             0.22                    
                       2020-01-27  0.31             0.20                    
                       2020-02-03  0.30             0.21                    

                                   symptom:Folate deficiency  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.28                        
                       2020-01-13  0.27                        
                       2020-01-20  0.30                        
                       2020-01-27  0.30                        
                       2020-02-03  0.30                        

                                   symptom:Food craving  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.85                   
                       2020-01-13  0.78                   
                       2020-01-20  0.75                   
                       2020-01-27  0.71                   
                       2020-02-03  0.73                   

                                   symptom:Food intolerance  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.72                       
                       2020-01-13  0.75                       
                       2020-01-20  0.76                       
                       2020-01-27  0.76                       
                       2020-02-03  0.67                       

                                   symptom:Frequent urination  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.74                         
                       2020-01-13  0.80                         
                       2020-01-20  0.75                         
                       2020-01-27  0.72                         
                       2020-02-03  0.72                         

                                   symptom:Gastroesophageal reflux disease  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  5.63                                      
                       2020-01-13  5.77                                      
                       2020-01-20  5.52                                      
                       2020-01-27  5.58                                      
                       2020-02-03  5.61                                      

                                   symptom:Gastroparesis  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.22                    
                       2020-01-13  0.23                    
                       2020-01-20  0.23                    
                       2020-01-27  0.21                    
                       2020-02-03  0.23                    

                                   symptom:Generalized anxiety disorder  \
open_covid_region_code date                                               
US-AL                  2020-01-06  1.53                                   
                       2020-01-13  1.55                                   
                       2020-01-20  1.60                                   
                       2020-01-27  1.59                                   
                       2020-02-03  1.59                                   

                                   symptom:Generalized tonic–clonic seizure  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.29                                       
                       2020-01-13  0.30                                       
                       2020-01-20  0.31                                       
                       2020-01-27  0.31                                       
                       2020-02-03  0.30                                       

                                   symptom:Genital wart  \
open_covid_region_code date                               
US-AL                  2020-01-06  1.43                   
                       2020-01-13  1.42                   
                       2020-01-20  1.34                   
                       2020-01-27  1.40                   
                       2020-02-03  1.31                   

                                   symptom:Gingival recession  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.17                         
                       2020-01-13  0.16                         
                       2020-01-20  0.15                         
                       2020-01-27  0.16                         
                       2020-02-03  0.15                         

                                   symptom:Gingivitis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.59                 
                       2020-01-13  0.57                 
                       2020-01-20  0.58                 
                       2020-01-27  0.61                 
                       2020-02-03  0.56                 

                                   symptom:Globus pharyngis  symptom:Goitre  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.13                      0.21             
                       2020-01-13  0.13                      0.22             
                       2020-01-20  0.13                      0.23             
                       2020-01-27  0.14                      0.21             
                       2020-02-03  0.14                      0.23             

                                   symptom:Gout  symptom:Grandiosity  \
open_covid_region_code date                                            
US-AL                  2020-01-06  1.50          0.16                  
                       2020-01-13  1.55          0.17                  
                       2020-01-20  1.54          0.19                  
                       2020-01-27  1.46          0.21                  
                       2020-02-03  1.49          0.19                  

                                   symptom:Granuloma  symptom:Guilt  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.24               0.39            
                       2020-01-13  0.23               0.41            
                       2020-01-20  0.26               0.42            
                       2020-01-27  0.24               0.42            
                       2020-02-03  0.25               0.44            

                                   symptom:Hair loss  symptom:Halitosis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  5.86               0.77                
                       2020-01-13  6.18               0.77                
                       2020-01-20  6.14               0.85                
                       2020-01-27  5.83               0.84                
                       2020-02-03  6.04               0.80                

                                   symptom:Hay fever  symptom:Headache  \
open_covid_region_code date                                              
US-AL                  2020-01-06  2.03               6.32               
                       2020-01-13  1.99               6.29               
                       2020-01-20  2.22               7.41               
                       2020-01-27  2.24               6.21               
                       2020-02-03  2.32               6.13               

                                   symptom:Heart arrhythmia  \
open_covid_region_code date                                   
US-AL                  2020-01-06  2.85                       
                       2020-01-13  3.11                       
                       2020-01-20  3.13                       
                       2020-01-27  3.09                       
                       2020-02-03  3.12                       

                                   symptom:Heart murmur  symptom:Heartburn  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.22                  4.39                
                       2020-01-13  0.24                  4.42                
                       2020-01-20  0.29                  4.18                
                       2020-01-27  0.28                  4.11                
                       2020-02-03  0.28                  4.07                

                                   symptom:Hematochezia  symptom:Hematoma  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.29                  0.43               
                       2020-01-13  0.29                  0.45               
                       2020-01-20  0.30                  0.52               
                       2020-01-27  0.28                  0.46               
                       2020-02-03  0.28                  0.50               

                                   symptom:Hematuria  symptom:Hemolysis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.58               0.09                
                       2020-01-13  0.58               0.09                
                       2020-01-20  0.58               0.12                
                       2020-01-27  0.62               0.11                
                       2020-02-03  0.59               0.10                

                                   symptom:Hemoptysis  symptom:Hemorrhoids  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.17                2.03                  
                       2020-01-13  0.15                2.00                  
                       2020-01-20  0.22                2.03                  
                       2020-01-27  0.20                1.98                  
                       2020-02-03  0.18                2.02                  

                                   symptom:Hepatic encephalopathy  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.15                             
                       2020-01-13  0.18                             
                       2020-01-20  0.18                             
                       2020-01-27  0.18                             
                       2020-02-03  0.18                             

                                   symptom:Hepatitis  symptom:Hepatotoxicity  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.38               0.16                     
                       2020-01-13  1.42               0.19                     
                       2020-01-20  1.44               0.19                     
                       2020-01-27  1.72               0.19                     
                       2020-02-03  1.30               0.18                     

                                   symptom:Hiccup  symptom:Hip pain  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.66            1.26               
                       2020-01-13  0.70            1.27               
                       2020-01-20  0.65            1.19               
                       2020-01-27  0.67            1.22               
                       2020-02-03  0.64            1.22               

                                   symptom:Hives  symptom:Hot flash  \
open_covid_region_code date                                           
US-AL                  2020-01-06  1.51           0.96                
                       2020-01-13  1.52           1.05                
                       2020-01-20  1.70           0.84                
                       2020-01-27  1.62           0.88                
                       2020-02-03  1.61           0.92                

                                   symptom:Hydrocephalus  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.22                    
                       2020-01-13  0.19                    
                       2020-01-20  0.21                    
                       2020-01-27  0.26                    
                       2020-02-03  0.22                    

                                   symptom:Hypercalcaemia  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.17                     
                       2020-01-13  0.20                     
                       2020-01-20  0.19                     
                       2020-01-27  0.24                     
                       2020-02-03  0.21                     

                                   symptom:Hypercapnia  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.10                  
                       2020-01-13  0.11                  
                       2020-01-20  0.12                  
                       2020-01-27  0.13                  
                       2020-02-03  0.12                  

                                   symptom:Hypercholesterolemia  \
open_covid_region_code date                                       
US-AL                  2020-01-06  1.83                           
                       2020-01-13  1.96                           
                       2020-01-20  2.02                           
                       2020-01-27  2.10                           
                       2020-02-03  1.99                           

                                   symptom:Hyperemesis gravidarum  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.15                             
                       2020-01-13  0.15                             
                       2020-01-20  0.16                             
                       2020-01-27  0.18                             
                       2020-02-03  0.14                             

                                   symptom:Hyperglycemia  \
open_covid_region_code date                                
US-AL                  2020-01-06  1.54                    
                       2020-01-13  1.67                    
                       2020-01-20  1.70                    
                       2020-01-27  1.71                    
                       2020-02-03  1.70                    

                                   symptom:Hyperkalemia  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.81                   
                       2020-01-13  0.88                   
                       2020-01-20  0.92                   
                       2020-01-27  0.91                   
                       2020-02-03  0.86                   

                                   symptom:Hyperlipidemia  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.28                     
                       2020-01-13  0.27                     
                       2020-01-20  0.30                     
                       2020-01-27  0.30                     
                       2020-02-03  0.30                     

                                   symptom:Hypermobility  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.21                    
                       2020-01-13  0.21                    
                       2020-01-20  0.20                    
                       2020-01-27  0.22                    
                       2020-02-03  0.18                    

                                   symptom:Hyperpigmentation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.99                        
                       2020-01-13  1.00                        
                       2020-01-20  1.08                        
                       2020-01-27  1.04                        
                       2020-02-03  1.07                        

                                   symptom:Hypersomnia  symptom:Hypertension  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.14                 11.07                  
                       2020-01-13  0.14                 11.21                  
                       2020-01-20  0.14                 11.35                  
                       2020-01-27  0.12                 11.45                  
                       2020-02-03  0.15                 11.14                  

                                   symptom:Hyperthermia  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.28                   
                       2020-01-13  0.30                   
                       2020-01-20  0.30                   
                       2020-01-27  0.36                   
                       2020-02-03  0.32                   

                                   symptom:Hyperthyroidism  \
open_covid_region_code date                                  
US-AL                  2020-01-06  1.42                      
                       2020-01-13  1.64                      
                       2020-01-20  1.67                      
                       2020-01-27  1.59                      
                       2020-02-03  1.49                      

                                   symptom:Hypertriglyceridemia  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.33                           
                       2020-01-13  0.33                           
                       2020-01-20  0.38                           
                       2020-01-27  0.42                           
                       2020-02-03  0.39                           

                                   symptom:Hypertrophy  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.33                  
                       2020-01-13  0.39                  
                       2020-01-20  0.42                  
                       2020-01-27  0.39                  
                       2020-02-03  0.37                  

                                   symptom:Hyperventilation  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.10                       
                       2020-01-13  0.11                       
                       2020-01-20  0.19                       
                       2020-01-27  0.19                       
                       2020-02-03  0.16                       

                                   symptom:Hypocalcaemia  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.17                    
                       2020-01-13  0.23                    
                       2020-01-20  0.25                    
                       2020-01-27  0.25                    
                       2020-02-03  0.25                    

                                   symptom:Hypochondriasis  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.12                      
                       2020-01-13  0.14                      
                       2020-01-20  0.13                      
                       2020-01-27  0.14                      
                       2020-02-03  0.15                      

                                   symptom:Hypoglycemia  symptom:Hypogonadism  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  1.08                  1.03                   
                       2020-01-13  1.11                  1.05                   
                       2020-01-20  1.10                  1.01                   
                       2020-01-27  1.08                  1.01                   
                       2020-02-03  1.09                  1.01                   

                                   symptom:Hypokalemia  symptom:Hypomania  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  1.00                 0.15                
                       2020-01-13  1.11                 0.17                
                       2020-01-20  1.13                 0.16                
                       2020-01-27  1.15                 0.16                
                       2020-02-03  1.06                 0.15                

                                   symptom:Hyponatremia  symptom:Hypotension  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.35                  1.80                  
                       2020-01-13  0.40                  1.93                  
                       2020-01-20  0.41                  1.86                  
                       2020-01-27  0.44                  1.89                  
                       2020-02-03  0.39                  1.91                  

                                   symptom:Hypothyroidism  symptom:Hypoxemia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  2.30                    0.26                
                       2020-01-13  2.58                    0.29                
                       2020-01-20  2.51                    0.28                
                       2020-01-27  2.54                    0.36                
                       2020-02-03  2.38                    0.33                

                                   symptom:Hypoxia  symptom:Impetigo  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.20             0.26               
                       2020-01-13  0.24             0.28               
                       2020-01-20  0.25             0.29               
                       2020-01-27  0.28             0.29               
                       2020-02-03  0.28             0.31               

                                   symptom:Implantation bleeding  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.73                            
                       2020-01-13  1.66                            
                       2020-01-20  1.70                            
                       2020-01-27  1.62                            
                       2020-02-03  1.56                            

                                   symptom:Impulsivity  symptom:Indigestion  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.51                 1.96                  
                       2020-01-13  0.54                 2.03                  
                       2020-01-20  0.56                 1.98                  
                       2020-01-27  0.56                 2.03                  
                       2020-02-03  0.54                 2.02                  

                                   symptom:Infection  symptom:Inflammation  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  34.56              7.91                   
                       2020-01-13  32.22              8.13                   
                       2020-01-20  37.92              8.19                   
                       2020-01-27  46.26              8.27                   
                       2020-02-03  38.45              8.11                   

                                   symptom:Inflammatory bowel disease  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.44                                 
                       2020-01-13  1.48                                 
                       2020-01-20  1.54                                 
                       2020-01-27  1.46                                 
                       2020-02-03  1.41                                 

                                   symptom:Ingrown hair  symptom:Insomnia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.89                  4.64               
                       2020-01-13  0.90                  4.55               
                       2020-01-20  0.93                  4.43               
                       2020-01-27  0.90                  4.43               
                       2020-02-03  0.92                  4.46               

                                   symptom:Insulin resistance  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.52                         
                       2020-01-13  0.55                         
                       2020-01-20  0.56                         
                       2020-01-27  0.54                         
                       2020-02-03  0.54                         

                                   symptom:Intermenstrual bleeding  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.34                              
                       2020-01-13  0.34                              
                       2020-01-20  0.34                              
                       2020-01-27  0.32                              
                       2020-02-03  0.31                              

                                   symptom:Intracranial pressure  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.33                            
                       2020-01-13  0.38                            
                       2020-01-20  0.46                            
                       2020-01-27  0.42                            
                       2020-02-03  0.39                            

                                   symptom:Iron deficiency  \
open_covid_region_code date                                  
US-AL                  2020-01-06  2.16                      
                       2020-01-13  2.23                      
                       2020-01-20  2.30                      
                       2020-01-27  2.29                      
                       2020-02-03  2.23                      

                                   symptom:Irregular menstruation  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.65                             
                       2020-01-13  0.67                             
                       2020-01-20  0.66                             
                       2020-01-27  0.67                             
                       2020-02-03  0.62                             

                                   symptom:Itch  symptom:Jaundice  \
open_covid_region_code date                                         
US-AL                  2020-01-06  9.24          0.64               
                       2020-01-13  9.29          0.67               
                       2020-01-20  9.94          0.67               
                       2020-01-27  9.23          0.92               
                       2020-02-03  9.34          0.68               

                                   symptom:Kidney failure  \
open_covid_region_code date                                 
US-AL                  2020-01-06  1.90                     
                       2020-01-13  2.04                     
                       2020-01-20  2.02                     
                       2020-01-27  2.06                     
                       2020-02-03  2.09                     

                                   symptom:Kidney stone  symptom:Knee Pain  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.06                  2.24                
                       2020-01-13  2.10                  2.21                
                       2020-01-20  2.01                  2.16                
                       2020-01-27  2.03                  2.20                
                       2020-02-03  1.99                  2.10                

                                   symptom:Kyphosis  \
open_covid_region_code date                           
US-AL                  2020-01-06  0.17               
                       2020-01-13  0.20               
                       2020-01-20  0.17               
                       2020-01-27  0.16               
                       2020-02-03  0.17               

                                   symptom:Lactose intolerance  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.88                          
                       2020-01-13  0.86                          
                       2020-01-20  0.92                          
                       2020-01-27  0.90                          
                       2020-02-03  0.85                          

                                   symptom:Laryngitis  symptom:Leg cramps  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.20                0.60                 
                       2020-01-13  0.20                0.64                 
                       2020-01-20  0.20                0.59                 
                       2020-01-27  0.22                0.60                 
                       2020-02-03  0.24                0.58                 

                                   symptom:Lesion  symptom:Leukorrhea  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.36            0.31                 
                       2020-01-13  1.42            0.27                 
                       2020-01-20  1.52            0.31                 
                       2020-01-27  1.56            0.25                 
                       2020-02-03  1.53            0.27                 

                                   symptom:Lightheadedness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.67                      
                       2020-01-13  0.69                      
                       2020-01-20  0.69                      
                       2020-01-27  0.69                      
                       2020-02-03  0.69                      

                                   symptom:Low back pain  \
open_covid_region_code date                                
US-AL                  2020-01-06  3.93                    
                       2020-01-13  4.00                    
                       2020-01-20  3.85                    
                       2020-01-27  3.78                    
                       2020-02-03  3.70                    

                                   symptom:Low-grade fever  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.22                      
                       2020-01-13  0.26                      
                       2020-01-20  0.30                      
                       2020-01-27  0.42                      
                       2020-02-03  0.38                      

                                   symptom:Lymphedema  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.27                 
                       2020-01-13  0.29                 
                       2020-01-20  0.51                 
                       2020-01-27  0.36                 
                       2020-02-03  0.29                 

                                   symptom:Major depressive disorder  \
open_covid_region_code date                                            
US-AL                  2020-01-06  5.70                                
                       2020-01-13  5.91                                
                       2020-01-20  5.91                                
                       2020-01-27  5.93                                
                       2020-02-03  5.99                                

                                   symptom:Malabsorption  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.18                    
                       2020-01-13  0.18                    
                       2020-01-20  0.19                    
                       2020-01-27  0.16                    
                       2020-02-03  0.19                    

                                   symptom:Male infertility  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.19                       
                       2020-01-13  0.19                       
                       2020-01-20  0.21                       
                       2020-01-27  0.20                       
                       2020-02-03  0.18                       

                                   symptom:Manic Disorder  symptom:Melasma  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.76                    0.25              
                       2020-01-13  0.80                    0.22              
                       2020-01-20  0.83                    0.24              
                       2020-01-27  0.80                    0.24              
                       2020-02-03  0.83                    0.27              

                                   symptom:Melena  symptom:Meningitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.35            0.67                 
                       2020-01-13  0.37            0.78                 
                       2020-01-20  0.35            0.63                 
                       2020-01-27  0.39            0.67                 
                       2020-02-03  0.36            0.69                 

                                   symptom:Menorrhagia  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.01                  
                       2020-01-13  1.03                  
                       2020-01-20  1.04                  
                       2020-01-27  0.97                  
                       2020-02-03  0.95                  

                                   symptom:Middle back pain  symptom:Migraine  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.50                      6.26               
                       2020-01-13  0.50                      6.31               
                       2020-01-20  0.44                      7.38               
                       2020-01-27  0.47                      6.18               
                       2020-02-03  0.45                      6.12               

                                   symptom:Milium  \
open_covid_region_code date                         
US-AL                  2020-01-06  0.33             
                       2020-01-13  0.32             
                       2020-01-20  0.33             
                       2020-01-27  0.31             
                       2020-02-03  0.32             

                                   symptom:Mitral insufficiency  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.23                           
                       2020-01-13  0.28                           
                       2020-01-20  0.32                           
                       2020-01-27  0.29                           
                       2020-02-03  0.27                           

                                   symptom:Mood disorder  symptom:Mood swing  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.35                   0.28                 
                       2020-01-13  1.45                   0.28                 
                       2020-01-20  1.48                   0.29                 
                       2020-01-27  1.49                   0.30                 
                       2020-02-03  1.54                   0.34                 

                                   symptom:Morning sickness  \
open_covid_region_code date                                   
US-AL                  2020-01-06  1.40                       
                       2020-01-13  1.35                       
                       2020-01-20  1.29                       
                       2020-01-27  1.28                       
                       2020-02-03  1.23                       

                                   symptom:Motion sickness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.45                      
                       2020-01-13  0.47                      
                       2020-01-20  0.46                      
                       2020-01-27  0.42                      
                       2020-02-03  0.43                      

                                   symptom:Mouth ulcer  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.12                  
                       2020-01-13  1.12                  
                       2020-01-20  1.12                  
                       2020-01-27  1.12                  
                       2020-02-03  1.14                  

                                   symptom:Muscle atrophy  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.15                     
                       2020-01-13  0.19                     
                       2020-01-20  0.18                     
                       2020-01-27  0.20                     
                       2020-02-03  0.18                     

                                   symptom:Muscle weakness  symptom:Myalgia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.35                     0.73              
                       2020-01-13  0.41                     0.72              
                       2020-01-20  0.38                     0.72              
                       2020-01-27  0.40                     0.78              
                       2020-02-03  0.42                     0.74              

                                   symptom:Mydriasis  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.33                
                       2020-01-13  0.33                
                       2020-01-20  0.36                
                       2020-01-27  0.35                
                       2020-02-03  0.38                

                                   symptom:Myocardial infarction  \
open_covid_region_code date                                        
US-AL                  2020-01-06  3.31                            
                       2020-01-13  3.39                            
                       2020-01-20  3.33                            
                       2020-01-27  3.43                            
                       2020-02-03  3.51                            

                                   symptom:Myoclonus  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.12                
                       2020-01-13  0.13                
                       2020-01-20  0.15                
                       2020-01-27  0.13                
                       2020-02-03  0.15                

                                   symptom:Nasal congestion  \
open_covid_region_code date                                   
US-AL                  2020-01-06  2.92                       
                       2020-01-13  2.57                       
                       2020-01-20  3.29                       
                       2020-01-27  3.42                       
                       2020-02-03  3.39                       

                                   symptom:Nasal polyp  symptom:Nausea  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.15                 3.11             
                       2020-01-13  0.15                 3.14             
                       2020-01-20  0.19                 3.13             
                       2020-01-27  0.17                 3.33             
                       2020-02-03  0.16                 3.25             

                                   symptom:Neck mass  symptom:Neck pain  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.17               2.11                
                       2020-01-13  0.17               2.23                
                       2020-01-20  0.19               2.06                
                       2020-01-27  0.17               2.02                
                       2020-02-03  0.17               2.00                

                                   symptom:Neonatal jaundice  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.24                        
                       2020-01-13  0.26                        
                       2020-01-20  0.26                        
                       2020-01-27  0.26                        
                       2020-02-03  0.27                        

                                   symptom:Nerve injury  symptom:Neuralgia  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.39                  0.32                
                       2020-01-13  0.47                  0.34                
                       2020-01-20  0.41                  0.32                
                       2020-01-27  0.42                  0.34                
                       2020-02-03  0.42                  0.38                

                                   symptom:Neutropenia  symptom:Night sweats  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.15                 0.42                   
                       2020-01-13  0.19                 0.48                   
                       2020-01-20  0.19                 0.34                   
                       2020-01-27  0.22                 0.41                   
                       2020-02-03  0.20                 0.44                   

                                   symptom:Night terror  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.14                   
                       2020-01-13  0.14                   
                       2020-01-20  0.16                   
                       2020-01-27  0.13                   
                       2020-02-03  0.13                   

                                   symptom:Nocturnal enuresis  symptom:Nodule  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.18                        0.55             
                       2020-01-13  0.20                        0.53             
                       2020-01-20  0.20                        0.56             
                       2020-01-27  0.21                        0.55             
                       2020-02-03  0.18                        0.53             

                                   symptom:Nosebleed  symptom:Nystagmus  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.71               0.15                
                       2020-01-13  0.57               0.16                
                       2020-01-20  1.16               0.19                
                       2020-01-27  0.81               0.16                
                       2020-02-03  0.68               0.16                

                                   symptom:Obesity  symptom:Onychorrhexis  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  7.55             0.14                    
                       2020-01-13  7.64             0.14                    
                       2020-01-20  7.88             0.16                    
                       2020-01-27  7.67             0.14                    
                       2020-02-03  7.46             0.15                    

                                   symptom:Oral candidiasis  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.84                       
                       2020-01-13  0.84                       
                       2020-01-20  0.76                       
                       2020-01-27  0.78                       
                       2020-02-03  0.81                       

                                   symptom:Orthostatic hypotension  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.35                              
                       2020-01-13  0.42                              
                       2020-01-20  0.37                              
                       2020-01-27  0.38                              
                       2020-02-03  0.36                              

                                   symptom:Osteopenia  symptom:Osteophyte  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.25                0.30                 
                       2020-01-13  0.30                0.27                 
                       2020-01-20  0.31                0.28                 
                       2020-01-27  0.30                0.25                 
                       2020-02-03  0.28                0.24                 

                                   symptom:Osteoporosis  symptom:Otitis  \
open_covid_region_code date                                               
US-AL                  2020-01-06  1.09                  1.77             
                       2020-01-13  1.20                  1.78             
                       2020-01-20  1.22                  1.74             
                       2020-01-27  1.26                  1.79             
                       2020-02-03  1.22                  1.83             

                                   symptom:Otitis externa  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.52                     
                       2020-01-13  0.57                     
                       2020-01-20  0.54                     
                       2020-01-27  0.57                     
                       2020-02-03  0.59                     

                                   symptom:Otitis media  symptom:Pain  \
open_covid_region_code date                                             
US-AL                  2020-01-06  1.27                  50.77          
                       2020-01-13  1.27                  51.78          
                       2020-01-20  1.30                  51.88          
                       2020-01-27  1.31                  50.98          
                       2020-02-03  1.33                  50.07          

                                   symptom:Palpitations  symptom:Panic attack  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.61                  1.94                   
                       2020-01-13  0.70                  1.97                   
                       2020-01-20  0.63                  2.03                   
                       2020-01-27  0.64                  2.16                   
                       2020-02-03  0.63                  1.99                   

                                   symptom:Papule  symptom:Paranoia  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.16            0.18               
                       2020-01-13  0.18            0.20               
                       2020-01-20  0.18            0.19               
                       2020-01-27  0.17            0.19               
                       2020-02-03  0.21            0.19               

                                   symptom:Paresthesia  \
open_covid_region_code date                              
US-AL                  2020-01-06  2.62                  
                       2020-01-13  2.76                  
                       2020-01-20  2.79                  
                       2020-01-27  2.68                  
                       2020-02-03  2.60                  

                                   symptom:Pelvic inflammatory disease  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.95                                  
                       2020-01-13  0.94                                  
                       2020-01-20  0.92                                  
                       2020-01-27  0.89                                  
                       2020-02-03  0.85                                  

                                   symptom:Pericarditis  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.13                   
                       2020-01-13  0.17                   
                       2020-01-20  0.16                   
                       2020-01-27  0.16                   
                       2020-02-03  0.16                   

                                   symptom:Periodontal disease  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.96                          
                       2020-01-13  0.98                          
                       2020-01-20  0.97                          
                       2020-01-27  0.98                          
                       2020-02-03  0.92                          

                                   symptom:Periorbital puffiness  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.04                            
                       2020-01-13  0.91                            
                       2020-01-20  1.01                            
                       2020-01-27  0.96                            
                       2020-02-03  0.96                            

                                   symptom:Peripheral neuropathy  \
open_covid_region_code date                                        
US-AL                  2020-01-06  1.18                            
                       2020-01-13  1.23                            
                       2020-01-20  1.22                            
                       2020-01-27  1.18                            
                       2020-02-03  1.19                            

                                   symptom:Perspiration  symptom:Petechia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  2.27                  0.13               
                       2020-01-13  2.53                  0.16               
                       2020-01-20  2.25                  0.16               
                       2020-01-27  2.40                  0.18               
                       2020-02-03  2.47                  0.17               

                                   symptom:Phlegm  symptom:Photodermatitis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  1.01            0.04                      
                       2020-01-13  0.85            0.01                      
                       2020-01-20  0.97           NaN                        
                       2020-01-27  1.04            0.02                      
                       2020-02-03  1.07            0.03                      

                                   symptom:Photophobia  symptom:Photopsia  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.13                 0.22                
                       2020-01-13  0.15                 0.25                
                       2020-01-20  0.15                 0.23                
                       2020-01-27  0.13                 0.21                
                       2020-02-03  0.14                 0.23                

                                   symptom:Pleural effusion  symptom:Pleurisy  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.34                      0.29               
                       2020-01-13  0.37                      0.28               
                       2020-01-20  0.37                      0.29               
                       2020-01-27  0.40                      0.31               
                       2020-02-03  0.41                      0.32               

                                   symptom:Pneumonia  symptom:Podalgia  \
open_covid_region_code date                                              
US-AL                  2020-01-06  2.44               1.30               
                       2020-01-13  2.28               1.23               
                       2020-01-20  2.54               1.14               
                       2020-01-27  2.79               1.19               
                       2020-02-03  2.75               1.22               

                                   symptom:Polycythemia  symptom:Polydipsia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.26                  0.08                 
                       2020-01-13  0.31                  0.08                 
                       2020-01-20  0.28                  0.11                 
                       2020-01-27  0.29                  0.09                 
                       2020-02-03  0.27                  0.09                 

                                   symptom:Polyneuropathy  symptom:Polyuria  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.27                    0.19               
                       2020-01-13  0.27                    0.21               
                       2020-01-20  0.28                    0.20               
                       2020-01-27  0.29                    0.21               
                       2020-02-03  0.25                    0.20               

                                   symptom:Poor posture  \
open_covid_region_code date                               
US-AL                  2020-01-06  0.77                   
                       2020-01-13  0.73                   
                       2020-01-20  0.71                   
                       2020-01-27  0.70                   
                       2020-02-03  0.70                   

                                   symptom:Post-nasal drip  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.25                      
                       2020-01-13  0.25                      
                       2020-01-20  0.28                      
                       2020-01-27  0.31                      
                       2020-02-03  0.29                      

                                   symptom:Postural orthostatic tachycardia syndrome  \
open_covid_region_code date                                                            
US-AL                  2020-01-06  0.37                                                
                       2020-01-13  0.53                                                
                       2020-01-20  0.40                                                
                       2020-01-27  0.37                                                
                       2020-02-03  0.38                                                

                                   symptom:Prediabetes  symptom:Proteinuria  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.83                 0.36                  
                       2020-01-13  0.84                 0.37                  
                       2020-01-20  0.83                 0.39                  
                       2020-01-27  0.80                 0.46                  
                       2020-02-03  0.80                 0.41                  

                                   symptom:Pruritus ani  symptom:Psychosis  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.38                  2.11                
                       2020-01-13  0.40                  2.18                
                       2020-01-20  0.39                  2.26                
                       2020-01-27  0.38                  2.26                
                       2020-02-03  0.36                  2.24                

                                   symptom:Ptosis  symptom:Pulmonary edema  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.15            0.12                      
                       2020-01-13  0.17            0.13                      
                       2020-01-20  0.16            0.15                      
                       2020-01-27  0.17            0.17                      
                       2020-02-03  0.16            0.12                      

                                   symptom:Pulmonary hypertension  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.48                             
                       2020-01-13  0.50                             
                       2020-01-20  0.64                             
                       2020-01-27  0.51                             
                       2020-02-03  0.56                             

                                   symptom:Purpura  symptom:Pus  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.23             0.82          
                       2020-01-13  0.26             0.86          
                       2020-01-20  0.28             0.87          
                       2020-01-27  0.33             0.94          
                       2020-02-03  0.30             0.90          

                                   symptom:Pyelonephritis  \
open_covid_region_code date                                 
US-AL                  2020-01-06  0.75                     
                       2020-01-13  0.75                     
                       2020-01-20  0.73                     
                       2020-01-27  0.75                     
                       2020-02-03  0.74                     

                                   symptom:Radiculopathy  symptom:Rectal pain  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.64                   0.14                  
                       2020-01-13  0.63                   0.10                  
                       2020-01-20  0.59                   0.13                  
                       2020-01-27  0.63                   0.14                  
                       2020-02-03  0.58                   0.13                  

                                   symptom:Rectal prolapse  symptom:Red eye  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  0.17                     0.44              
                       2020-01-13  0.16                     0.47              
                       2020-01-20  0.17                     0.48              
                       2020-01-27  0.17                     0.44              
                       2020-02-03  0.17                     0.48              

                                   symptom:Renal colic  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.25                  
                       2020-01-13  0.27                  
                       2020-01-20  0.25                  
                       2020-01-27  0.21                  
                       2020-02-03  0.23                  

                                   symptom:Restless legs syndrome  \
open_covid_region_code date                                         
US-AL                  2020-01-06  0.89                             
                       2020-01-13  0.93                             
                       2020-01-20  0.84                             
                       2020-01-27  0.83                             
                       2020-02-03  0.82                             

                                   symptom:Rheum  symptom:Rhinitis  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.13           0.32               
                       2020-01-13  0.17           0.31               
                       2020-01-20  0.15           0.39               
                       2020-01-27  0.17           0.37               
                       2020-02-03  0.17           0.41               

                                   symptom:Rhinorrhea  symptom:Rosacea  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.53                0.55              
                       2020-01-13  0.49                0.53              
                       2020-01-20  0.64                0.64              
                       2020-01-27  0.69                0.57              
                       2020-02-03  0.64                0.55              

                                   symptom:Round ligament pain  \
open_covid_region_code date                                      
US-AL                  2020-01-06  0.23                          
                       2020-01-13  0.25                          
                       2020-01-20  0.20                          
                       2020-01-27  0.22                          
                       2020-02-03  0.22                          

                                   symptom:Rumination  symptom:Scar  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.11                3.31           
                       2020-01-13  0.11                3.36           
                       2020-01-20  0.14                3.52           
                       2020-01-27  0.09                3.41           
                       2020-02-03  0.11                3.39           

                                   symptom:Sciatica  symptom:Scoliosis  \
open_covid_region_code date                                              
US-AL                  2020-01-06  1.61              0.41                
                       2020-01-13  1.61              0.43                
                       2020-01-20  1.49              0.43                
                       2020-01-27  1.53              0.43                
                       2020-02-03  1.44              0.40                

                                   symptom:Seborrheic dermatitis  \
open_covid_region_code date                                        
US-AL                  2020-01-06  0.45                            
                       2020-01-13  0.44                            
                       2020-01-20  0.50                            
                       2020-01-27  0.45                            
                       2020-02-03  0.45                            

                                   symptom:Self-harm  \
open_covid_region_code date                            
US-AL                  2020-01-06  0.31                
                       2020-01-13  0.32                
                       2020-01-20  0.35                
                       2020-01-27  0.34                
                       2020-02-03  0.34                

                                   symptom:Sensitivity to sound  \
open_covid_region_code date                                       
US-AL                  2020-01-06  0.12                           
                       2020-01-13  0.11                           
                       2020-01-20  0.10                           
                       2020-01-27  0.13                           
                       2020-02-03  0.12                           

                                   symptom:Sexual dysfunction  \
open_covid_region_code date                                     
US-AL                  2020-01-06  0.95                         
                       2020-01-13  0.97                         
                       2020-01-20  0.98                         
                       2020-01-27  0.98                         
                       2020-02-03  0.96                         

                                   symptom:Shallow breathing  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.07                        
                       2020-01-13  0.06                        
                       2020-01-20  0.05                        
                       2020-01-27  0.07                        
                       2020-02-03  0.06                        

                                   symptom:Sharp pain  symptom:Shivering  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.21                0.24                
                       2020-01-13  1.22                0.24                
                       2020-01-20  1.19                0.26                
                       2020-01-27  1.16                0.28                
                       2020-02-03  1.17                0.24                

                                   symptom:Shortness of breath  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.01                          
                       2020-01-13  1.04                          
                       2020-01-20  1.09                          
                       2020-01-27  1.13                          
                       2020-02-03  1.19                          

                                   symptom:Shyness  symptom:Sinusitis  \
open_covid_region_code date                                             
US-AL                  2020-01-06  0.44             3.24                
                       2020-01-13  0.43             2.80                
                       2020-01-20  0.44             3.38                
                       2020-01-27  0.45             3.52                
                       2020-02-03  0.41             3.51                

                                   symptom:Skin condition  symptom:Skin rash  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  5.70                    11.73               
                       2020-01-13  5.82                    8.96                
                       2020-01-20  6.34                    9.47                
                       2020-01-27  6.03                    11.35               
                       2020-02-03  5.93                    8.57                

                                   symptom:Skin tag  symptom:Skin ulcer  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.63              2.35                 
                       2020-01-13  0.69              2.35                 
                       2020-01-20  0.68              2.58                 
                       2020-01-27  0.64              2.57                 
                       2020-02-03  0.61              2.45                 

                                   symptom:Sleep apnea  \
open_covid_region_code date                              
US-AL                  2020-01-06  1.88                  
                       2020-01-13  1.94                  
                       2020-01-20  1.83                  
                       2020-01-27  1.80                  
                       2020-02-03  1.81                  

                                   symptom:Sleep deprivation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.45                        
                       2020-01-13  0.43                        
                       2020-01-20  0.43                        
                       2020-01-27  0.46                        
                       2020-02-03  0.46                        

                                   symptom:Sleep disorder  symptom:Snoring  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  3.52                    1.34              
                       2020-01-13  3.38                    1.29              
                       2020-01-20  3.40                    1.33              
                       2020-01-27  3.33                    1.26              
                       2020-02-03  3.36                    1.25              

                                   symptom:Sore throat  symptom:Spasticity  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  2.98                 0.16                 
                       2020-01-13  2.97                 0.16                 
                       2020-01-20  3.32                 0.17                 
                       2020-01-27  3.96                 0.17                 
                       2020-02-03  3.97                 0.16                 

                                   symptom:Splenomegaly  symptom:Sputum  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.22                  0.23             
                       2020-01-13  0.24                  0.25             
                       2020-01-20  0.23                  0.27             
                       2020-01-27  0.24                  0.28             
                       2020-02-03  0.23                  0.29             

                                   symptom:Stomach rumble  symptom:Strabismus  \
open_covid_region_code date                                                     
US-AL                  2020-01-06  0.19                    0.48                 
                       2020-01-13  0.17                    0.50                 
                       2020-01-20  0.17                    0.53                 
                       2020-01-27  0.17                    0.52                 
                       2020-02-03  0.15                    0.48                 

                                   symptom:Stretch marks  symptom:Stridor  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  0.68                   0.11              
                       2020-01-13  0.68                   0.15              
                       2020-01-20  0.75                   0.16              
                       2020-01-27  0.73                   0.17              
                       2020-02-03  0.74                   0.18              

                                   symptom:Stroke  symptom:Stuttering  \
open_covid_region_code date                                             
US-AL                  2020-01-06  3.54            0.26                 
                       2020-01-13  3.85            0.28                 
                       2020-01-20  3.87            0.27                 
                       2020-01-27  3.83            0.24                 
                       2020-02-03  3.86            0.33                 

                                   symptom:Subdural hematoma  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.14                        
                       2020-01-13  0.19                        
                       2020-01-20  0.19                        
                       2020-01-27  0.17                        
                       2020-02-03  0.19                        

                                   symptom:Suicidal ideation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.49                        
                       2020-01-13  0.63                        
                       2020-01-20  0.63                        
                       2020-01-27  0.61                        
                       2020-02-03  0.59                        

                                   symptom:Swelling  symptom:Swollen feet  \
open_covid_region_code date                                                 
US-AL                  2020-01-06  7.26              0.70                   
                       2020-01-13  7.31              0.76                   
                       2020-01-20  7.43              0.65                   
                       2020-01-27  7.42              0.71                   
                       2020-02-03  7.26              0.77                   

                                   symptom:Swollen lymph nodes  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.30                          
                       2020-01-13  1.38                          
                       2020-01-20  1.36                          
                       2020-01-27  1.40                          
                       2020-02-03  1.35                          

                                   symptom:Syncope  symptom:Tachycardia  \
open_covid_region_code date                                               
US-AL                  2020-01-06  0.93             1.32                  
                       2020-01-13  1.05             1.52                  
                       2020-01-20  0.94             1.40                  
                       2020-01-27  0.98             1.41                  
                       2020-02-03  0.97             1.38                  

                                   symptom:Tachypnea  symptom:Telangiectasia  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.14               0.30                     
                       2020-01-13  0.16               0.29                     
                       2020-01-20  0.18               0.31                     
                       2020-01-27  0.19               0.32                     
                       2020-02-03  0.17               0.32                     

                                   symptom:Tenderness  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.21                 
                       2020-01-13  0.21                 
                       2020-01-20  0.21                 
                       2020-01-27  0.20                 
                       2020-02-03  0.21                 

                                   symptom:Testicular pain  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.35                      
                       2020-01-13  0.37                      
                       2020-01-20  0.36                      
                       2020-01-27  0.37                      
                       2020-02-03  0.37                      

                                   symptom:Throat irritation  \
open_covid_region_code date                                    
US-AL                  2020-01-06  0.28                        
                       2020-01-13  0.26                        
                       2020-01-20  0.30                        
                       2020-01-27  0.37                        
                       2020-02-03  0.36                        

                                   symptom:Thrombocytopenia  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.51                       
                       2020-01-13  0.54                       
                       2020-01-20  0.60                       
                       2020-01-27  0.65                       
                       2020-02-03  0.61                       

                                   symptom:Thyroid nodule  symptom:Tic  \
open_covid_region_code date                                              
US-AL                  2020-01-06  0.22                    0.30          
                       2020-01-13  0.25                    0.34          
                       2020-01-20  0.23                    0.33          
                       2020-01-27  0.22                    0.37          
                       2020-02-03  0.24                    0.37          

                                   symptom:Tinnitus  symptom:Tonsillitis  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.28              1.00                  
                       2020-01-13  1.30              1.04                  
                       2020-01-20  1.31              1.09                  
                       2020-01-27  1.29              1.16                  
                       2020-02-03  1.30              1.15                  

                                   symptom:Toothache  symptom:Tremor  \
open_covid_region_code date                                            
US-AL                  2020-01-06  1.49               0.92             
                       2020-01-13  1.47               1.04             
                       2020-01-20  1.47               0.99             
                       2020-01-27  1.49               0.91             
                       2020-02-03  1.47               0.92             

                                   symptom:Trichoptilosis  symptom:Tumor  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.15                    1.63            
                       2020-01-13  0.19                    1.67            
                       2020-01-20  0.18                    1.62            
                       2020-01-27  0.21                    1.67            
                       2020-02-03  0.16                    1.60            

                                   symptom:Type 2 diabetes  \
open_covid_region_code date                                  
US-AL                  2020-01-06  6.14                      
                       2020-01-13  6.32                      
                       2020-01-20  6.40                      
                       2020-01-27  6.38                      
                       2020-02-03  6.12                      

                                   symptom:Unconsciousness  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.27                      
                       2020-01-13  0.29                      
                       2020-01-20  0.30                      
                       2020-01-27  0.31                      
                       2020-02-03  0.29                      

                                   symptom:Underweight  \
open_covid_region_code date                              
US-AL                  2020-01-06  0.87                  
                       2020-01-13  0.87                  
                       2020-01-20  0.90                  
                       2020-01-27  0.88                  
                       2020-02-03  0.78                  

                                   symptom:Upper respiratory tract infection  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  0.39                                        
                       2020-01-13  0.36                                        
                       2020-01-20  0.42                                        
                       2020-01-27  0.52                                        
                       2020-02-03  0.55                                        

                                   symptom:Urethritis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.34                 
                       2020-01-13  0.34                 
                       2020-01-20  0.37                 
                       2020-01-27  0.38                 
                       2020-02-03  0.35                 

                                   symptom:Urinary incontinence  \
open_covid_region_code date                                       
US-AL                  2020-01-06  1.88                           
                       2020-01-13  1.94                           
                       2020-01-20  1.92                           
                       2020-01-27  1.97                           
                       2020-02-03  1.90                           

                                   symptom:Urinary tract infection  \
open_covid_region_code date                                          
US-AL                  2020-01-06  6.35                              
                       2020-01-13  6.45                              
                       2020-01-20  6.51                              
                       2020-01-27  6.48                              
                       2020-02-03  6.34                              

                                   symptom:Urinary urgency  \
open_covid_region_code date                                  
US-AL                  2020-01-06  0.12                      
                       2020-01-13  0.13                      
                       2020-01-20  0.12                      
                       2020-01-27  0.12                      
                       2020-02-03  0.12                      

                                   symptom:Uterine contraction  \
open_covid_region_code date                                      
US-AL                  2020-01-06  1.16                          
                       2020-01-13  1.21                          
                       2020-01-20  1.26                          
                       2020-01-27  1.25                          
                       2020-02-03  1.22                          

                                   symptom:Vaginal bleeding  \
open_covid_region_code date                                   
US-AL                  2020-01-06  0.89                       
                       2020-01-13  0.86                       
                       2020-01-20  0.90                       
                       2020-01-27  0.85                       
                       2020-02-03  0.84                       

                                   symptom:Vaginal discharge  \
open_covid_region_code date                                    
US-AL                  2020-01-06  4.46                        
                       2020-01-13  4.29                        
                       2020-01-20  4.61                        
                       2020-01-27  4.32                        
                       2020-02-03  4.21                        

                                   symptom:Vaginitis  symptom:Varicose veins  \
open_covid_region_code date                                                    
US-AL                  2020-01-06  1.21               0.60                     
                       2020-01-13  1.15               0.63                     
                       2020-01-20  1.26               0.61                     
                       2020-01-27  1.21               0.62                     
                       2020-02-03  1.20               0.64                     

                                   symptom:Vasculitis  \
open_covid_region_code date                             
US-AL                  2020-01-06  0.20                 
                       2020-01-13  0.19                 
                       2020-01-20  0.24                 
                       2020-01-27  0.20                 
                       2020-02-03  0.22                 

                                   symptom:Ventricular fibrillation  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.11                               
                       2020-01-13  0.11                               
                       2020-01-20  0.14                               
                       2020-01-27  0.15                               
                       2020-02-03  0.13                               

                                   symptom:Ventricular tachycardia  \
open_covid_region_code date                                          
US-AL                  2020-01-06  0.38                              
                       2020-01-13  0.33                              
                       2020-01-20  0.37                              
                       2020-01-27  0.36                              
                       2020-02-03  0.38                              

                                   symptom:Vertigo  symptom:Viral pneumonia  \
open_covid_region_code date                                                   
US-AL                  2020-01-06  1.53             0.17                      
                       2020-01-13  1.52             0.13                      
                       2020-01-20  1.64             0.17                      
                       2020-01-27  1.52             0.17                      
                       2020-02-03  1.52             0.18                      

                                   symptom:Visual acuity  symptom:Vomiting  \
open_covid_region_code date                                                  
US-AL                  2020-01-06  0.34                   3.89               
                       2020-01-13  0.33                   4.07               
                       2020-01-20  0.35                   4.21               
                       2020-01-27  0.34                   4.48               
                       2020-02-03  0.30                   4.74               

                                   symptom:Wart  symptom:Water retention  \
open_covid_region_code date                                                
US-AL                  2020-01-06  1.89          0.34                      
                       2020-01-13  1.89          0.40                      
                       2020-01-20  1.77          0.36                      
                       2020-01-27  1.81          0.36                      
                       2020-02-03  1.75          0.39                      

                                   symptom:Weakness  symptom:Weight gain  \
open_covid_region_code date                                                
US-AL                  2020-01-06  0.58              4.89                  
                       2020-01-13  0.60              4.80                  
                       2020-01-20  0.56              4.86                  
                       2020-01-27  0.64              4.66                  
                       2020-02-03  0.60              4.67                  

                                   symptom:Wheeze  symptom:Xeroderma  \
open_covid_region_code date                                            
US-AL                  2020-01-06  0.42            3.00                
                       2020-01-13  0.39            2.65                
                       2020-01-20  0.40            3.72                
                       2020-01-27  0.42            3.11                
                       2020-02-03  0.45            2.85                

                                   symptom:Xerostomia  symptom:Yawn  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.60                0.23           
                       2020-01-13  0.60                0.24           
                       2020-01-20  0.66                0.22           
                       2020-01-27  0.62                0.19           
                       2020-02-03  0.59                0.20           

                                   symptom:hyperhidrosis  \
open_covid_region_code date                                
US-AL                  2020-01-06  0.64                    
                       2020-01-13  0.73                    
                       2020-01-20  0.64                    
                       2020-01-27  0.68                    
                       2020-02-03  0.69                    

                                   symptom:pancreatitis state_codes  \
open_covid_region_code date                                           
US-AL                  2020-01-06  0.60                  AL           
                       2020-01-13  0.58                  AL           
                       2020-01-20  0.60                  AL           
                       2020-01-27  0.55                  AL           
                       2020-02-03  0.58                  AL           

                                  region_name  hospitalized_new  
open_covid_region_code date                                      
US-AL                  2020-01-06  NaN        NaN                
                       2020-01-13  NaN        NaN                
                       2020-01-20  NaN        NaN                
                       2020-01-27  NaN        NaN                
                       2020-02-03  NaN        NaN                
(2649, 428)
                                  country_region  sub_region_1  \
open_covid_region_code date                                      
US-NY                  2020-04-20  United States  New York       
US-WY                  2020-11-23  United States  Wyoming        
                       2020-11-09  United States  Wyoming        
US-ND                  2020-10-26  United States  North Dakota   
US-UT                  2020-09-07  United States  Utah           

                                  sub_region_1_code  \
open_covid_region_code date                           
US-NY                  2020-04-20  US-NY              
US-WY                  2020-11-23  US-WY              
                       2020-11-09  US-WY              
US-ND                  2020-10-26  US-ND              
US-UT                  2020-09-07  US-UT              

                                   symptom:Abdominal obesity  \
open_covid_region_code date                                    
US-NY                  2020-04-20  4.26                        
US-WY                  2020-11-23  1.97                        
                       2020-11-09  2.03                        
US-ND                  2020-10-26  2.26                        
US-UT                  2020-09-07  1.68                        

                                   symptom:Abdominal pain  symptom:Acne  \
open_covid_region_code date                                               
US-NY                  2020-04-20  4.59                    13.25          
US-WY                  2020-11-23  5.46                    8.79           
                       2020-11-09  5.36                    8.64           
US-ND                  2020-10-26  5.29                    9.43           
US-UT                  2020-09-07  3.99                    7.50           

                                   symptom:Actinic keratosis  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.28                        
US-WY                  2020-11-23  0.38                        
                       2020-11-09  0.39                        
US-ND                  2020-10-26  0.32                        
US-UT                  2020-09-07  0.30                        

                                   symptom:Acute bronchitis  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.33                       
US-WY                  2020-11-23  0.42                       
                       2020-11-09  0.43                       
US-ND                  2020-10-26  0.50                       
US-UT                  2020-09-07  0.16                       

                                   symptom:Adrenal crisis  symptom:Ageusia  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.11                    0.24              
US-WY                  2020-11-23 NaN                      0.67              
                       2020-11-09  0.19                    0.74              
US-ND                  2020-10-26  0.16                    0.79              
US-UT                  2020-09-07  0.10                    0.12              

                                   symptom:Alcoholism  \
open_covid_region_code date                             
US-NY                  2020-04-20  4.58                 
US-WY                  2020-11-23  5.07                 
                       2020-11-09  5.32                 
US-ND                  2020-10-26  5.89                 
US-UT                  2020-09-07  3.27                 

                                   symptom:Allergic conjunctivitis  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.09                              
US-WY                  2020-11-23 NaN                                
                       2020-11-09 NaN                                
US-ND                  2020-10-26 NaN                                
US-UT                  2020-09-07  0.05                              

                                   symptom:Allergy  symptom:Amblyopia  \
open_covid_region_code date                                             
US-NY                  2020-04-20  12.11            0.21                
US-WY                  2020-11-23  10.38            0.24                
                       2020-11-09  10.77            0.19                
US-ND                  2020-10-26  10.80            0.20                
US-UT                  2020-09-07  9.13             0.18                

                                   symptom:Amenorrhea  symptom:Amnesia  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.17                0.48              
US-WY                  2020-11-23  0.15                0.43              
                       2020-11-09  0.22                0.59              
US-ND                  2020-10-26  0.18                0.73              
US-UT                  2020-09-07  0.11                0.41              

                                   symptom:Anal fissure  symptom:Anaphylaxis  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.31                  0.50                  
US-WY                  2020-11-23  0.48                  0.58                  
                       2020-11-09  0.41                  0.49                  
US-ND                  2020-10-26  0.39                  0.50                  
US-UT                  2020-09-07  0.22                  0.43                  

                                   symptom:Anemia  symptom:Angina pectoris  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  2.30            0.95                      
US-WY                  2020-11-23  2.44            0.71                      
                       2020-11-09  2.76            1.03                      
US-ND                  2020-10-26  3.49            0.83                      
US-UT                  2020-09-07  1.85            0.52                      

                                   symptom:Angioedema  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.21                 
US-WY                  2020-11-23  0.45                 
                       2020-11-09  0.25                 
US-ND                  2020-10-26  0.21                 
US-UT                  2020-09-07  0.18                 

                                   symptom:Angular cheilitis  symptom:Anosmia  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.10                       0.39              
US-WY                  2020-11-23 NaN                         0.79              
                       2020-11-09 NaN                         0.84              
US-ND                  2020-10-26 NaN                         0.92              
US-UT                  2020-09-07  0.05                       0.14              

                                   symptom:Anxiety  symptom:Aphasia  \
open_covid_region_code date                                           
US-NY                  2020-04-20  9.44             0.30              
US-WY                  2020-11-23  8.68             0.27              
                       2020-11-09  10.24            0.28              
US-ND                  2020-10-26  12.26            0.48              
US-UT                  2020-09-07  7.55             0.25              

                                   symptom:Aphonia  symptom:Apnea  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.06             0.46            
US-WY                  2020-11-23 NaN               0.52            
                       2020-11-09 NaN               0.69            
US-ND                  2020-10-26  0.10             0.72            
US-UT                  2020-09-07  0.04             0.41            

                                   symptom:Arthralgia  symptom:Arthritis  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.35                6.41                
US-WY                  2020-11-23  0.41                5.39                
                       2020-11-09  0.51                6.12                
US-ND                  2020-10-26  0.61                5.73                
US-UT                  2020-09-07  0.34                4.01                

                                   symptom:Ascites  symptom:Asperger syndrome  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.17             1.20                        
US-WY                  2020-11-23  0.18             1.25                        
                       2020-11-09  0.24             1.35                        
US-ND                  2020-10-26  0.25             1.50                        
US-UT                  2020-09-07  0.15             2.66                        

                                   symptom:Asphyxia  symptom:Asthma  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.15              3.31             
US-WY                  2020-11-23  0.13              2.38             
                       2020-11-09  0.18              2.66             
US-ND                  2020-10-26  0.13              2.65             
US-UT                  2020-09-07  0.13              1.72             

                                   symptom:Astigmatism  symptom:Ataxia  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.23                 0.18             
US-WY                  2020-11-23  0.47                 0.14             
                       2020-11-09  0.38                 0.23             
US-ND                  2020-10-26  0.47                 0.59             
US-UT                  2020-09-07  0.32                 0.13             

                                   symptom:Atheroma  \
open_covid_region_code date                           
US-NY                  2020-04-20  0.14               
US-WY                  2020-11-23  0.13               
                       2020-11-09  0.17               
US-ND                  2020-10-26  0.15               
US-UT                  2020-09-07  0.09               

                                   symptom:Attention deficit hyperactivity disorder  \
open_covid_region_code date                                                           
US-NY                  2020-04-20  3.04                                               
US-WY                  2020-11-23  3.46                                               
                       2020-11-09  4.18                                               
US-ND                  2020-10-26  4.52                                               
US-UT                  2020-09-07  3.59                                               

                                   symptom:Auditory hallucination  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.12                             
US-WY                  2020-11-23 NaN                               
                       2020-11-09  0.12                             
US-ND                  2020-10-26  0.13                             
US-UT                  2020-09-07  0.08                             

                                   symptom:Autoimmune disease  \
open_covid_region_code date                                     
US-NY                  2020-04-20  1.58                         
US-WY                  2020-11-23  1.85                         
                       2020-11-09  1.83                         
US-ND                  2020-10-26  1.88                         
US-UT                  2020-09-07  1.46                         

                                   symptom:Avoidant personality disorder  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.35                                    
US-WY                  2020-11-23  0.29                                    
                       2020-11-09  0.29                                    
US-ND                  2020-10-26  0.28                                    
US-UT                  2020-09-07  0.31                                    

                                   symptom:Back pain  \
open_covid_region_code date                            
US-NY                  2020-04-20  5.94                
US-WY                  2020-11-23  6.79                
                       2020-11-09  6.84                
US-ND                  2020-10-26  6.81                
US-UT                  2020-09-07  4.91                

                                   symptom:Bacterial vaginosis  \
open_covid_region_code date                                      
US-NY                  2020-04-20  1.27                          
US-WY                  2020-11-23  0.96                          
                       2020-11-09  1.20                          
US-ND                  2020-10-26  1.27                          
US-UT                  2020-09-07  0.80                          

                                   symptom:Balance disorder  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.13                       
US-WY                  2020-11-23  0.18                       
                       2020-11-09  0.15                       
US-ND                  2020-10-26  0.14                       
US-UT                  2020-09-07  0.12                       

                                   symptom:Beau's lines  symptom:Bell's palsy  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.14                  0.24                   
US-WY                  2020-11-23  0.14                  0.20                   
                       2020-11-09  0.18                  0.34                   
US-ND                  2020-10-26  0.13                  0.33                   
US-UT                  2020-09-07  0.09                  0.17                   

                                   symptom:Biliary colic  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.18                    
US-WY                  2020-11-23  0.30                    
                       2020-11-09  0.41                    
US-ND                  2020-10-26  0.40                    
US-UT                  2020-09-07  0.21                    

                                   symptom:Binge eating  symptom:Bleeding  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.40                  3.99               
US-WY                  2020-11-23  0.26                  4.65               
                       2020-11-09  0.24                  4.97               
US-ND                  2020-10-26  0.38                  5.11               
US-UT                  2020-09-07  0.23                  3.44               

                                   symptom:Bleeding on probing  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.21                          
US-WY                  2020-11-23  0.12                          
                       2020-11-09  0.14                          
US-ND                  2020-10-26  0.15                          
US-UT                  2020-09-07  0.12                          

                                   symptom:Blepharospasm  symptom:Bloating  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.36                   2.71               
US-WY                  2020-11-23  0.26                   2.21               
                       2020-11-09  0.23                   2.10               
US-ND                  2020-10-26  0.45                   2.31               
US-UT                  2020-09-07  0.23                   1.79               

                                   symptom:Blood in stool  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.43                     
US-WY                  2020-11-23  0.66                     
                       2020-11-09  0.67                     
US-ND                  2020-10-26  0.66                     
US-UT                  2020-09-07  0.44                     

                                   symptom:Blurred vision  symptom:Blushing  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.34                    0.28               
US-WY                  2020-11-23  0.54                    0.14               
                       2020-11-09  0.53                    0.23               
US-ND                  2020-10-26  0.56                    0.20               
US-UT                  2020-09-07  0.35                    0.21               

                                   symptom:Boil  symptom:Bone fracture  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.90          2.62                    
US-WY                  2020-11-23  0.85          3.33                    
                       2020-11-09  0.87          3.67                    
US-ND                  2020-10-26  1.06          4.33                    
US-UT                  2020-09-07  0.73          3.08                    

                                   symptom:Bone tumor  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.15                 
US-WY                  2020-11-23  0.36                 
                       2020-11-09  0.35                 
US-ND                  2020-10-26  0.29                 
US-UT                  2020-09-07  0.15                 

                                   symptom:Bowel obstruction  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.24                        
US-WY                  2020-11-23  0.28                        
                       2020-11-09  0.41                        
US-ND                  2020-10-26  0.54                        
US-UT                  2020-09-07  0.21                        

                                   symptom:Bradycardia  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.71                  
US-WY                  2020-11-23  0.81                  
                       2020-11-09  0.81                  
US-ND                  2020-10-26  0.67                  
US-UT                  2020-09-07  0.45                  

                                   symptom:Braxton Hicks contractions  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.39                                 
US-WY                  2020-11-23  0.52                                 
                       2020-11-09  0.35                                 
US-ND                  2020-10-26  0.62                                 
US-UT                  2020-09-07  0.42                                 

                                   symptom:Breakthrough bleeding  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.59                            
US-WY                  2020-11-23  0.88                            
                       2020-11-09  0.80                            
US-ND                  2020-10-26  0.70                            
US-UT                  2020-09-07  0.60                            

                                   symptom:Breast pain  symptom:Bronchitis  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.54                 0.64                 
US-WY                  2020-11-23  0.70                 0.62                 
                       2020-11-09  0.49                 0.69                 
US-ND                  2020-10-26  0.64                 0.67                 
US-UT                  2020-09-07  0.44                 0.28                 

                                   symptom:Bruise  symptom:Bruxism  \
open_covid_region_code date                                          
US-NY                  2020-04-20  1.41            0.37              
US-WY                  2020-11-23  1.86            0.45              
                       2020-11-09  1.77            0.35              
US-ND                  2020-10-26  2.01            0.42              
US-UT                  2020-09-07  1.58            0.33              

                                   symptom:Bunion  symptom:Burn  \
open_covid_region_code date                                       
US-NY                  2020-04-20  0.43            2.08           
US-WY                  2020-11-23  0.50            1.91           
                       2020-11-09  0.55            1.99           
US-ND                  2020-10-26  0.55            2.07           
US-UT                  2020-09-07  0.32            1.69           

                                   symptom:Burning Chest Pain  \
open_covid_region_code date                                     
US-NY                  2020-04-20  0.11                         
US-WY                  2020-11-23  0.14                         
                       2020-11-09 NaN                           
US-ND                  2020-10-26  0.11                         
US-UT                  2020-09-07  0.08                         

                                   symptom:Burning mouth syndrome  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.17                             
US-WY                  2020-11-23  0.21                             
                       2020-11-09  0.16                             
US-ND                  2020-10-26  0.22                             
US-UT                  2020-09-07  0.14                             

                                   symptom:Candidiasis  symptom:Canker sore  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  2.91                 1.03                  
US-WY                  2020-11-23  2.81                 1.29                  
                       2020-11-09  2.95                 1.08                  
US-ND                  2020-10-26  2.83                 1.24                  
US-UT                  2020-09-07  2.09                 0.99                  

                                   symptom:Cardiac arrest  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.59                     
US-WY                  2020-11-23  0.48                     
                       2020-11-09  0.65                     
US-ND                  2020-10-26  0.87                     
US-UT                  2020-09-07  0.39                     

                                   symptom:Carpal tunnel syndrome  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.89                             
US-WY                  2020-11-23  1.10                             
                       2020-11-09  1.12                             
US-ND                  2020-10-26  1.15                             
US-UT                  2020-09-07  0.80                             

                                   symptom:Cataplexy  symptom:Cataract  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.14               0.33               
US-WY                  2020-11-23  0.11               0.51               
                       2020-11-09  0.10               0.64               
US-ND                  2020-10-26  0.12               0.86               
US-UT                  2020-09-07  0.11               0.41               

                                   symptom:Chancre  symptom:Cheilitis  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.19             0.37                
US-WY                  2020-11-23  0.12             0.49                
                       2020-11-09  0.21             0.26                
US-ND                  2020-10-26  0.31             0.31                
US-UT                  2020-09-07  0.14             0.26                

                                   symptom:Chest pain  symptom:Chills  \
open_covid_region_code date                                             
US-NY                  2020-04-20  1.95                0.41             
US-WY                  2020-11-23  1.68                0.41             
                       2020-11-09  1.83                0.45             
US-ND                  2020-10-26  1.80                0.43             
US-UT                  2020-09-07  1.16                0.23             

                                   symptom:Chorea  symptom:Chronic pain  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.16            0.99                   
US-WY                  2020-11-23  0.26            1.14                   
                       2020-11-09  0.10            1.32                   
US-ND                  2020-10-26  0.20            1.25                   
US-UT                  2020-09-07  0.12            0.95                   

                                   symptom:Cirrhosis  \
open_covid_region_code date                            
US-NY                  2020-04-20  0.57                
US-WY                  2020-11-23  0.68                
                       2020-11-09  0.72                
US-ND                  2020-10-26  0.91                
US-UT                  2020-09-07  0.49                

                                   symptom:Cleft lip and cleft palate  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.15                                 
US-WY                  2020-11-23  0.14                                 
                       2020-11-09  0.25                                 
US-ND                  2020-10-26  0.22                                 
US-UT                  2020-09-07  0.17                                 

                                   symptom:Clouding of consciousness  \
open_covid_region_code date                                            
US-NY                  2020-04-20  0.10                                
US-WY                  2020-11-23 NaN                                  
                       2020-11-09  0.18                                
US-ND                  2020-10-26  0.10                                
US-UT                  2020-09-07  0.11                                

                                   symptom:Cluster headache  symptom:Colitis  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.27                      0.47              
US-WY                  2020-11-23  0.27                      0.58              
                       2020-11-09  0.30                      0.68              
US-ND                  2020-10-26  0.31                      0.66              
US-UT                  2020-09-07  0.22                      0.44              

                                   symptom:Coma  symptom:Common cold  \
open_covid_region_code date                                            
US-NY                  2020-04-20  0.75          14.10                 
US-WY                  2020-11-23  0.32          12.45                 
                       2020-11-09  0.41          14.66                 
US-ND                  2020-10-26  0.42          14.21                 
US-UT                  2020-09-07  0.27          9.93                  

                                   symptom:Compulsive behavior  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.90                          
US-WY                  2020-11-23  0.68                          
                       2020-11-09  0.75                          
US-ND                  2020-10-26  0.72                          
US-UT                  2020-09-07  0.68                          

                                   symptom:Compulsive hoarding  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.18                          
US-WY                  2020-11-23  0.21                          
                       2020-11-09  0.12                          
US-ND                  2020-10-26  0.11                          
US-UT                  2020-09-07  0.12                          

                                   symptom:Confusion  \
open_covid_region_code date                            
US-NY                  2020-04-20  0.32                
US-WY                  2020-11-23  0.36                
                       2020-11-09  0.27                
US-ND                  2020-10-26  0.38                
US-UT                  2020-09-07  0.21                

                                   symptom:Congenital heart defect  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.23                              
US-WY                  2020-11-23 NaN                                
                       2020-11-09  0.19                              
US-ND                  2020-10-26  0.33                              
US-UT                  2020-09-07  0.21                              

                                   symptom:Conjunctivitis  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.85                     
US-WY                  2020-11-23  0.94                     
                       2020-11-09  0.99                     
US-ND                  2020-10-26  0.89                     
US-UT                  2020-09-07  0.68                     

                                   symptom:Constipation  symptom:Convulsion  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  3.93                  0.33                 
US-WY                  2020-11-23  3.89                  0.17                 
                       2020-11-09  3.96                  0.37                 
US-ND                  2020-10-26  4.30                  0.42                 
US-UT                  2020-09-07  2.89                  0.27                 

                                   symptom:Cough  symptom:Crackles  \
open_covid_region_code date                                          
US-NY                  2020-04-20  5.87           0.09               
US-WY                  2020-11-23  5.79           0.14               
                       2020-11-09  6.37           0.11               
US-ND                  2020-10-26  6.50           0.17               
US-UT                  2020-09-07  3.37           0.07               

                                   symptom:Cramp  symptom:Crepitus  \
open_covid_region_code date                                          
US-NY                  2020-04-20  3.01           0.12               
US-WY                  2020-11-23  3.50           0.13               
                       2020-11-09  3.51           0.10               
US-ND                  2020-10-26  3.62           0.14               
US-UT                  2020-09-07  2.72           0.09               

                                   symptom:Croup  symptom:Cyanosis  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.13           0.14               
US-WY                  2020-11-23  0.17           0.11               
                       2020-11-09  0.20           0.21               
US-ND                  2020-10-26  0.20           0.14               
US-UT                  2020-09-07  0.12           0.09               

                                   symptom:Dandruff  \
open_covid_region_code date                           
US-NY                  2020-04-20  1.94               
US-WY                  2020-11-23  0.90               
                       2020-11-09  1.05               
US-ND                  2020-10-26  1.08               
US-UT                  2020-09-07  0.83               

                                   symptom:Delayed onset muscle soreness  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.57                                    
US-WY                  2020-11-23  0.56                                    
                       2020-11-09  0.55                                    
US-ND                  2020-10-26  0.44                                    
US-UT                  2020-09-07  0.47                                    

                                   symptom:Dementia  \
open_covid_region_code date                           
US-NY                  2020-04-20  2.12               
US-WY                  2020-11-23  2.63               
                       2020-11-09  2.75               
US-ND                  2020-10-26  2.76               
US-UT                  2020-09-07  1.81               

                                   symptom:Dentin hypersensitivity  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.39                              
US-WY                  2020-11-23  0.21                              
                       2020-11-09  0.35                              
US-ND                  2020-10-26  0.28                              
US-UT                  2020-09-07  0.23                              

                                   symptom:Depersonalization  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.12                        
US-WY                  2020-11-23  0.15                        
                       2020-11-09  0.17                        
US-ND                  2020-10-26  0.14                        
US-UT                  2020-09-07  0.14                        

                                   symptom:Depression  symptom:Dermatitis  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  5.13                3.02                 
US-WY                  2020-11-23  5.76                2.47                 
                       2020-11-09  6.45                2.47                 
US-ND                  2020-10-26  7.71                2.51                 
US-UT                  2020-09-07  4.75                1.85                 

                                   symptom:Desquamation  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.43                   
US-WY                  2020-11-23  0.49                   
                       2020-11-09  0.25                   
US-ND                  2020-10-26  0.38                   
US-UT                  2020-09-07  0.30                   

                                   symptom:Developmental disability  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.17                               
US-WY                  2020-11-23  0.74                               
                       2020-11-09  1.00                               
US-ND                  2020-10-26  0.29                               
US-UT                  2020-09-07  0.09                               

                                   symptom:Diabetes  \
open_covid_region_code date                           
US-NY                  2020-04-20  7.92               
US-WY                  2020-11-23  8.48               
                       2020-11-09  9.66               
US-ND                  2020-10-26  9.72               
US-UT                  2020-09-07  6.28               

                                   symptom:Diabetic ketoacidosis  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.27                            
US-WY                  2020-11-23  0.30                            
                       2020-11-09  0.38                            
US-ND                  2020-10-26  0.44                            
US-UT                  2020-09-07  0.22                            

                                   symptom:Diarrhea  symptom:Dizziness  \
open_covid_region_code date                                              
US-NY                  2020-04-20  4.01              1.68                
US-WY                  2020-11-23  4.59              2.01                
                       2020-11-09  4.48              2.07                
US-ND                  2020-10-26  4.98              2.08                
US-UT                  2020-09-07  3.69              1.49                

                                   symptom:Dry eye syndrome  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.70                       
US-WY                  2020-11-23  0.77                       
                       2020-11-09  0.84                       
US-ND                  2020-10-26  0.75                       
US-UT                  2020-09-07  0.54                       

                                   symptom:Dysautonomia  symptom:Dysgeusia  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.06                  0.17                
US-WY                  2020-11-23  0.10                  0.36                
                       2020-11-09  0.13                  0.43                
US-ND                  2020-10-26  0.12                  0.40                
US-UT                  2020-09-07  0.09                  0.13                

                                   symptom:Dysmenorrhea  symptom:Dyspareunia  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  1.45                  0.11                  
US-WY                  2020-11-23  1.34                  0.12                  
                       2020-11-09  1.25                  0.14                  
US-ND                  2020-10-26  1.46                  0.13                  
US-UT                  2020-09-07  1.11                  0.09                  

                                   symptom:Dysphagia  symptom:Dysphoria  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.36               0.18                
US-WY                  2020-11-23  0.42               0.37                
                       2020-11-09  0.41               0.34                
US-ND                  2020-10-26  0.37               0.35                
US-UT                  2020-09-07  0.28               0.23                

                                   symptom:Dystonia  symptom:Dysuria  \
open_covid_region_code date                                            
US-NY                  2020-04-20  0.14              0.14              
US-WY                  2020-11-23  0.27              0.13              
                       2020-11-09  0.24              0.14              
US-ND                  2020-10-26  0.25              0.22              
US-UT                  2020-09-07  0.14              0.12              

                                   symptom:Ear pain  symptom:Eczema  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.69              0.27             
US-WY                  2020-11-23  0.85              0.23             
                       2020-11-09  0.90              0.29             
US-ND                  2020-10-26  0.88              0.28             
US-UT                  2020-09-07  0.57              0.18             

                                   symptom:Edema  symptom:Encephalitis  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.82           0.23                   
US-WY                  2020-11-23  0.86           0.13                   
                       2020-11-09  0.94           0.17                   
US-ND                  2020-10-26  1.03           0.21                   
US-UT                  2020-09-07  0.66           0.19                   

                                   symptom:Encephalopathy  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.21                     
US-WY                  2020-11-23 NaN                       
                       2020-11-09  0.33                     
US-ND                  2020-10-26  0.25                     
US-UT                  2020-09-07  0.15                     

                                   symptom:Epidermoid cyst  symptom:Epilepsy  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.24                     2.02               
US-WY                  2020-11-23  0.32                     2.24               
                       2020-11-09  0.36                     2.67               
US-ND                  2020-10-26  0.26                     2.59               
US-UT                  2020-09-07  0.18                     2.24               

                                   symptom:Epiphora  \
open_covid_region_code date                           
US-NY                  2020-04-20  0.12               
US-WY                  2020-11-23  0.12               
                       2020-11-09 NaN                 
US-ND                  2020-10-26  0.09               
US-UT                  2020-09-07  0.09               

                                   symptom:Erectile dysfunction  \
open_covid_region_code date                                       
US-NY                  2020-04-20  2.68                           
US-WY                  2020-11-23  2.89                           
                       2020-11-09  3.05                           
US-ND                  2020-10-26  2.86                           
US-UT                  2020-09-07  2.08                           

                                   symptom:Erythema  \
open_covid_region_code date                           
US-NY                  2020-04-20  0.71               
US-WY                  2020-11-23  0.45               
                       2020-11-09  0.55               
US-ND                  2020-10-26  0.65               
US-UT                  2020-09-07  0.41               

                                   symptom:Erythema chronicum migrans  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.25                                 
US-WY                  2020-11-23 NaN                                   
                       2020-11-09 NaN                                   
US-ND                  2020-10-26  0.13                                 
US-UT                  2020-09-07  0.24                                 

                                   symptom:Esophagitis  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.14                  
US-WY                  2020-11-23  0.20                  
                       2020-11-09  0.18                  
US-ND                  2020-10-26  0.14                  
US-UT                  2020-09-07  0.12                  

                                   symptom:Excessive daytime sleepiness  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.33                                   
US-WY                  2020-11-23  0.28                                   
                       2020-11-09  0.25                                   
US-ND                  2020-10-26  0.28                                   
US-UT                  2020-09-07  0.29                                   

                                   symptom:Eye pain  symptom:Eye strain  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.21              0.63                 
US-WY                  2020-11-23  0.16              0.26                 
                       2020-11-09  0.24              0.31                 
US-ND                  2020-10-26  0.30              0.38                 
US-UT                  2020-09-07  0.14              0.36                 

                                   symptom:Facial nerve paralysis  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.20                             
US-WY                  2020-11-23  0.16                             
                       2020-11-09  0.15                             
US-ND                  2020-10-26  0.32                             
US-UT                  2020-09-07  0.16                             

                                   symptom:Facial swelling  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.13                      
US-WY                  2020-11-23  0.15                      
                       2020-11-09  0.12                      
US-ND                  2020-10-26  0.15                      
US-UT                  2020-09-07  0.10                      

                                   symptom:Fasciculation  symptom:Fatigue  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.76                   4.70              
US-WY                  2020-11-23  0.79                   5.05              
                       2020-11-09  0.69                   5.82              
US-ND                  2020-10-26  1.07                   6.29              
US-UT                  2020-09-07  0.60                   4.22              

                                   symptom:Fatty liver disease  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.31                          
US-WY                  2020-11-23  0.33                          
                       2020-11-09  0.30                          
US-ND                  2020-10-26  0.41                          
US-UT                  2020-09-07  0.28                          

                                   symptom:Fecal incontinence  symptom:Fever  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.16                        6.29            
US-WY                  2020-11-23  0.23                        6.07            
                       2020-11-09  0.19                        6.79            
US-ND                  2020-10-26  0.20                        6.37            
US-UT                  2020-09-07  0.16                        3.75            

                                   symptom:Fibrillation  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.39                   
US-WY                  2020-11-23  0.43                   
                       2020-11-09  0.61                   
US-ND                  2020-10-26  0.55                   
US-UT                  2020-09-07  0.31                   

                                   symptom:Fibrocystic breast changes  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.10                                 
US-WY                  2020-11-23  0.16                                 
                       2020-11-09  0.13                                 
US-ND                  2020-10-26  0.15                                 
US-UT                  2020-09-07  0.09                                 

                                   symptom:Fibromyalgia  symptom:Flatulence  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.53                  2.81                 
US-WY                  2020-11-23  0.78                  2.64                 
                       2020-11-09  0.74                  2.57                 
US-ND                  2020-10-26  0.90                  2.54                 
US-UT                  2020-09-07  0.57                  1.80                 

                                   symptom:Floater  symptom:Focal seizure  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.22             0.12                    
US-WY                  2020-11-23  0.20             0.15                    
                       2020-11-09  0.26             0.16                    
US-ND                  2020-10-26  0.27             0.14                    
US-UT                  2020-09-07  0.16             0.09                    

                                   symptom:Folate deficiency  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.20                        
US-WY                  2020-11-23  0.19                        
                       2020-11-09  0.22                        
US-ND                  2020-10-26  0.26                        
US-UT                  2020-09-07  0.16                        

                                   symptom:Food craving  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.53                   
US-WY                  2020-11-23  0.58                   
                       2020-11-09  0.54                   
US-ND                  2020-10-26  0.57                   
US-UT                  2020-09-07  0.45                   

                                   symptom:Food intolerance  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.61                       
US-WY                  2020-11-23  0.85                       
                       2020-11-09  0.80                       
US-ND                  2020-10-26  0.72                       
US-UT                  2020-09-07  0.61                       

                                   symptom:Frequent urination  \
open_covid_region_code date                                     
US-NY                  2020-04-20  0.51                         
US-WY                  2020-11-23  0.67                         
                       2020-11-09  0.43                         
US-ND                  2020-10-26  0.57                         
US-UT                  2020-09-07  0.42                         

                                   symptom:Gastroesophageal reflux disease  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  5.01                                      
US-WY                  2020-11-23  4.77                                      
                       2020-11-09  5.02                                      
US-ND                  2020-10-26  5.06                                      
US-UT                  2020-09-07  3.22                                      

                                   symptom:Gastroparesis  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.13                    
US-WY                  2020-11-23  0.24                    
                       2020-11-09  0.30                    
US-ND                  2020-10-26  0.14                    
US-UT                  2020-09-07  0.11                    

                                   symptom:Generalized anxiety disorder  \
open_covid_region_code date                                               
US-NY                  2020-04-20  1.21                                   
US-WY                  2020-11-23  0.97                                   
                       2020-11-09  1.32                                   
US-ND                  2020-10-26  1.53                                   
US-UT                  2020-09-07  1.04                                   

                                   symptom:Generalized tonic–clonic seizure  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.18                                       
US-WY                  2020-11-23  0.23                                       
                       2020-11-09  0.23                                       
US-ND                  2020-10-26  0.30                                       
US-UT                  2020-09-07  0.16                                       

                                   symptom:Genital wart  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.86                   
US-WY                  2020-11-23  0.83                   
                       2020-11-09  0.94                   
US-ND                  2020-10-26  1.04                   
US-UT                  2020-09-07  0.73                   

                                   symptom:Gingival recession  \
open_covid_region_code date                                     
US-NY                  2020-04-20  0.13                         
US-WY                  2020-11-23  0.16                         
                       2020-11-09  0.15                         
US-ND                  2020-10-26  0.14                         
US-UT                  2020-09-07  0.10                         

                                   symptom:Gingivitis  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.53                 
US-WY                  2020-11-23  0.34                 
                       2020-11-09  0.44                 
US-ND                  2020-10-26  0.47                 
US-UT                  2020-09-07  0.35                 

                                   symptom:Globus pharyngis  symptom:Goitre  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.15                      0.14             
US-WY                  2020-11-23  0.12                      0.21             
                       2020-11-09  0.10                      0.23             
US-ND                  2020-10-26  0.14                      0.19             
US-UT                  2020-09-07  0.10                      0.15             

                                   symptom:Gout  symptom:Grandiosity  \
open_covid_region_code date                                            
US-NY                  2020-04-20  1.03          0.18                  
US-WY                  2020-11-23  1.35          0.23                  
                       2020-11-09  1.39          0.16                  
US-ND                  2020-10-26  1.15          0.18                  
US-UT                  2020-09-07  0.75          0.13                  

                                   symptom:Granuloma  symptom:Guilt  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.13               0.46            
US-WY                  2020-11-23  0.16               0.33            
                       2020-11-09  0.13               0.40            
US-ND                  2020-10-26  0.23               0.46            
US-UT                  2020-09-07  0.11               0.31            

                                   symptom:Hair loss  symptom:Halitosis  \
open_covid_region_code date                                               
US-NY                  2020-04-20  7.95               1.02                
US-WY                  2020-11-23  4.80               0.65                
                       2020-11-09  4.90               0.68                
US-ND                  2020-10-26  4.78               0.71                
US-UT                  2020-09-07  4.06               0.61                

                                   symptom:Hay fever  symptom:Headache  \
open_covid_region_code date                                              
US-NY                  2020-04-20  2.41               5.13               
US-WY                  2020-11-23  1.35               5.51               
                       2020-11-09  1.34               5.38               
US-ND                  2020-10-26  1.37               5.75               
US-UT                  2020-09-07  1.30               3.92               

                                   symptom:Heart arrhythmia  \
open_covid_region_code date                                   
US-NY                  2020-04-20  1.95                       
US-WY                  2020-11-23  2.16                       
                       2020-11-09  2.40                       
US-ND                  2020-10-26  2.75                       
US-UT                  2020-09-07  1.42                       

                                   symptom:Heart murmur  symptom:Heartburn  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.16                  4.03                
US-WY                  2020-11-23  0.16                  3.65                
                       2020-11-09  0.16                  3.68                
US-ND                  2020-10-26  0.30                  3.38                
US-UT                  2020-09-07  0.14                  2.39                

                                   symptom:Hematochezia  symptom:Hematoma  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.21                  0.32               
US-WY                  2020-11-23  0.23                  0.54               
                       2020-11-09  0.20                  0.41               
US-ND                  2020-10-26  0.24                  0.52               
US-UT                  2020-09-07  0.18                  0.34               

                                   symptom:Hematuria  symptom:Hemolysis  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.32               0.11                
US-WY                  2020-11-23  0.28               0.16                
                       2020-11-09  0.46               0.14                
US-ND                  2020-10-26  0.40               0.17                
US-UT                  2020-09-07  0.35               0.07                

                                   symptom:Hemoptysis  symptom:Hemorrhoids  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.12                1.61                  
US-WY                  2020-11-23  0.12                1.73                  
                       2020-11-09  0.13                1.63                  
US-ND                  2020-10-26  0.15                1.80                  
US-UT                  2020-09-07  0.07                1.20                  

                                   symptom:Hepatic encephalopathy  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.10                             
US-WY                  2020-11-23 NaN                               
                       2020-11-09  0.09                             
US-ND                  2020-10-26  0.12                             
US-UT                  2020-09-07  0.07                             

                                   symptom:Hepatitis  symptom:Hepatotoxicity  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.79               0.12                     
US-WY                  2020-11-23  1.08              NaN                       
                       2020-11-09  1.28               0.12                     
US-ND                  2020-10-26  1.40               0.11                     
US-UT                  2020-09-07  0.65               0.08                     

                                   symptom:Hiccup  symptom:Hip pain  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.60            0.89               
US-WY                  2020-11-23  0.62            0.98               
                       2020-11-09  0.63            1.09               
US-ND                  2020-10-26  0.51            1.16               
US-UT                  2020-09-07  0.48            0.77               

                                   symptom:Hives  symptom:Hot flash  \
open_covid_region_code date                                           
US-NY                  2020-04-20  1.25           0.65                
US-WY                  2020-11-23  1.13           0.73                
                       2020-11-09  1.10           0.63                
US-ND                  2020-10-26  1.02           0.81                
US-UT                  2020-09-07  0.86           0.49                

                                   symptom:Hydrocephalus  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.19                    
US-WY                  2020-11-23 NaN                      
                       2020-11-09  0.15                    
US-ND                  2020-10-26  0.23                    
US-UT                  2020-09-07  0.10                    

                                   symptom:Hypercalcaemia  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.12                     
US-WY                  2020-11-23  0.14                     
                       2020-11-09  0.16                     
US-ND                  2020-10-26  0.21                     
US-UT                  2020-09-07  0.10                     

                                   symptom:Hypercapnia  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.12                  
US-WY                  2020-11-23  0.11                  
                       2020-11-09  0.10                  
US-ND                  2020-10-26  0.18                  
US-UT                  2020-09-07  0.08                  

                                   symptom:Hypercholesterolemia  \
open_covid_region_code date                                       
US-NY                  2020-04-20  1.00                           
US-WY                  2020-11-23  1.18                           
                       2020-11-09  1.75                           
US-ND                  2020-10-26  1.78                           
US-UT                  2020-09-07  0.98                           

                                   symptom:Hyperemesis gravidarum  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.11                             
US-WY                  2020-11-23  0.12                             
                       2020-11-09  0.13                             
US-ND                  2020-10-26  0.18                             
US-UT                  2020-09-07  0.14                             

                                   symptom:Hyperglycemia  \
open_covid_region_code date                                
US-NY                  2020-04-20  1.14                    
US-WY                  2020-11-23  1.04                    
                       2020-11-09  1.31                    
US-ND                  2020-10-26  1.53                    
US-UT                  2020-09-07  0.90                    

                                   symptom:Hyperkalemia  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.55                   
US-WY                  2020-11-23  0.78                   
                       2020-11-09  0.67                   
US-ND                  2020-10-26  0.82                   
US-UT                  2020-09-07  0.49                   

                                   symptom:Hyperlipidemia  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.16                     
US-WY                  2020-11-23  0.19                     
                       2020-11-09  0.24                     
US-ND                  2020-10-26  0.33                     
US-UT                  2020-09-07  0.13                     

                                   symptom:Hypermobility  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.15                    
US-WY                  2020-11-23  0.23                    
                       2020-11-09  0.27                    
US-ND                  2020-10-26  0.19                    
US-UT                  2020-09-07  0.20                    

                                   symptom:Hyperpigmentation  \
open_covid_region_code date                                    
US-NY                  2020-04-20  1.42                        
US-WY                  2020-11-23  0.68                        
                       2020-11-09  0.71                        
US-ND                  2020-10-26  0.75                        
US-UT                  2020-09-07  0.62                        

                                   symptom:Hypersomnia  symptom:Hypertension  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.12                 7.21                   
US-WY                  2020-11-23 NaN                   6.91                   
                       2020-11-09  0.11                 8.24                   
US-ND                  2020-10-26  0.13                 8.04                   
US-UT                  2020-09-07  0.07                 4.69                   

                                   symptom:Hyperthermia  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.54                   
US-WY                  2020-11-23  0.32                   
                       2020-11-09  0.57                   
US-ND                  2020-10-26  0.49                   
US-UT                  2020-09-07  0.36                   

                                   symptom:Hyperthyroidism  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.91                      
US-WY                  2020-11-23  1.29                      
                       2020-11-09  1.37                      
US-ND                  2020-10-26  1.48                      
US-UT                  2020-09-07  0.88                      

                                   symptom:Hypertriglyceridemia  \
open_covid_region_code date                                       
US-NY                  2020-04-20  0.14                           
US-WY                  2020-11-23  0.14                           
                       2020-11-09  0.26                           
US-ND                  2020-10-26  0.41                           
US-UT                  2020-09-07  0.23                           

                                   symptom:Hypertrophy  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.26                  
US-WY                  2020-11-23  0.28                  
                       2020-11-09  0.38                  
US-ND                  2020-10-26  0.53                  
US-UT                  2020-09-07  0.25                  

                                   symptom:Hyperventilation  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.17                       
US-WY                  2020-11-23  0.12                       
                       2020-11-09  0.15                       
US-ND                  2020-10-26  0.21                       
US-UT                  2020-09-07  0.11                       

                                   symptom:Hypocalcaemia  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.17                    
US-WY                  2020-11-23  0.17                    
                       2020-11-09  0.18                    
US-ND                  2020-10-26  0.32                    
US-UT                  2020-09-07  0.13                    

                                   symptom:Hypochondriasis  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.17                      
US-WY                  2020-11-23  0.17                      
                       2020-11-09  0.18                      
US-ND                  2020-10-26  0.20                      
US-UT                  2020-09-07  0.12                      

                                   symptom:Hypoglycemia  symptom:Hypogonadism  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.70                  0.58                   
US-WY                  2020-11-23  0.61                  2.15                   
                       2020-11-09  0.84                  2.37                   
US-ND                  2020-10-26  0.84                  0.82                   
US-UT                  2020-09-07  0.63                  0.65                   

                                   symptom:Hypokalemia  symptom:Hypomania  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.68                 0.14                
US-WY                  2020-11-23  0.68                NaN                  
                       2020-11-09  0.85                 0.21                
US-ND                  2020-10-26  0.97                 0.18                
US-UT                  2020-09-07  0.60                 0.13                

                                   symptom:Hyponatremia  symptom:Hypotension  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.31                  1.33                  
US-WY                  2020-11-23  0.48                  1.44                  
                       2020-11-09  0.39                  1.64                  
US-ND                  2020-10-26  0.37                  1.38                  
US-UT                  2020-09-07  0.22                  0.96                  

                                   symptom:Hypothyroidism  symptom:Hypoxemia  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  1.51                    0.84                
US-WY                  2020-11-23  2.00                    1.07                
                       2020-11-09  2.37                    1.08                
US-ND                  2020-10-26  2.11                    1.03                
US-UT                  2020-09-07  1.57                    0.31                

                                   symptom:Hypoxia  symptom:Impetigo  \
open_covid_region_code date                                            
US-NY                  2020-04-20  0.41             0.14               
US-WY                  2020-11-23  0.23             0.23               
                       2020-11-09  0.45             0.15               
US-ND                  2020-10-26  0.60             0.26               
US-UT                  2020-09-07  0.21             0.13               

                                   symptom:Implantation bleeding  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.92                            
US-WY                  2020-11-23  1.38                            
                       2020-11-09  1.46                            
US-ND                  2020-10-26  1.38                            
US-UT                  2020-09-07  1.03                            

                                   symptom:Impulsivity  symptom:Indigestion  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.51                 1.82                  
US-WY                  2020-11-23  0.45                 1.78                  
                       2020-11-09  0.58                 2.06                  
US-ND                  2020-10-26  0.62                 1.62                  
US-UT                  2020-09-07  0.54                 1.24                  

                                   symptom:Infection  symptom:Inflammation  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  29.38              6.11                   
US-WY                  2020-11-23  25.81              6.31                   
                       2020-11-09  27.80              6.98                   
US-ND                  2020-10-26  29.12              6.94                   
US-UT                  2020-09-07  20.42              4.97                   

                                   symptom:Inflammatory bowel disease  \
open_covid_region_code date                                             
US-NY                  2020-04-20  1.01                                 
US-WY                  2020-11-23  1.30                                 
                       2020-11-09  1.41                                 
US-ND                  2020-10-26  1.34                                 
US-UT                  2020-09-07  1.18                                 

                                   symptom:Ingrown hair  symptom:Insomnia  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.81                  3.90               
US-WY                  2020-11-23  0.48                  3.68               
                       2020-11-09  0.41                  3.87               
US-ND                  2020-10-26  0.74                  3.96               
US-UT                  2020-09-07  0.54                  2.85               

                                   symptom:Insulin resistance  \
open_covid_region_code date                                     
US-NY                  2020-04-20  0.41                         
US-WY                  2020-11-23  0.41                         
                       2020-11-09  0.36                         
US-ND                  2020-10-26  0.50                         
US-UT                  2020-09-07  0.36                         

                                   symptom:Intermenstrual bleeding  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.19                              
US-WY                  2020-11-23  0.20                              
                       2020-11-09  0.27                              
US-ND                  2020-10-26  0.25                              
US-UT                  2020-09-07  0.18                              

                                   symptom:Intracranial pressure  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.28                            
US-WY                  2020-11-23  0.29                            
                       2020-11-09  0.32                            
US-ND                  2020-10-26  0.28                            
US-UT                  2020-09-07  0.25                            

                                   symptom:Iron deficiency  \
open_covid_region_code date                                  
US-NY                  2020-04-20  1.58                      
US-WY                  2020-11-23  1.78                      
                       2020-11-09  1.96                      
US-ND                  2020-10-26  2.56                      
US-UT                  2020-09-07  1.32                      

                                   symptom:Irregular menstruation  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.48                             
US-WY                  2020-11-23  0.54                             
                       2020-11-09  0.48                             
US-ND                  2020-10-26  0.47                             
US-UT                  2020-09-07  0.37                             

                                   symptom:Itch  symptom:Jaundice  \
open_covid_region_code date                                         
US-NY                  2020-04-20  7.64          0.61               
US-WY                  2020-11-23  7.10          0.47               
                       2020-11-09  6.78          0.71               
US-ND                  2020-10-26  7.16          0.74               
US-UT                  2020-09-07  5.62          0.47               

                                   symptom:Kidney failure  \
open_covid_region_code date                                 
US-NY                  2020-04-20  1.43                     
US-WY                  2020-11-23  1.62                     
                       2020-11-09  1.55                     
US-ND                  2020-10-26  1.67                     
US-UT                  2020-09-07  1.01                     

                                   symptom:Kidney stone  symptom:Knee Pain  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  1.32                  1.55                
US-WY                  2020-11-23  1.80                  1.81                
                       2020-11-09  1.79                  1.88                
US-ND                  2020-10-26  1.72                  2.48                
US-UT                  2020-09-07  1.27                  1.57                

                                   symptom:Kyphosis  \
open_covid_region_code date                           
US-NY                  2020-04-20  0.16               
US-WY                  2020-11-23  0.17               
                       2020-11-09  0.14               
US-ND                  2020-10-26  0.15               
US-UT                  2020-09-07  0.15               

                                   symptom:Lactose intolerance  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.88                          
US-WY                  2020-11-23  1.15                          
                       2020-11-09  0.99                          
US-ND                  2020-10-26  0.90                          
US-UT                  2020-09-07  0.80                          

                                   symptom:Laryngitis  symptom:Leg cramps  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.08                0.30                 
US-WY                  2020-11-23  0.11                0.31                 
                       2020-11-09  0.14                0.49                 
US-ND                  2020-10-26  0.11                0.44                 
US-UT                  2020-09-07  0.07                0.43                 

                                   symptom:Lesion  symptom:Leukorrhea  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.98            0.14                 
US-WY                  2020-11-23  1.03            0.21                 
                       2020-11-09  1.12            0.27                 
US-ND                  2020-10-26  1.33            0.21                 
US-UT                  2020-09-07  0.86            0.14                 

                                   symptom:Lightheadedness  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.59                      
US-WY                  2020-11-23  0.60                      
                       2020-11-09  0.64                      
US-ND                  2020-10-26  0.74                      
US-UT                  2020-09-07  0.50                      

                                   symptom:Low back pain  \
open_covid_region_code date                                
US-NY                  2020-04-20  3.33                    
US-WY                  2020-11-23  3.54                    
                       2020-11-09  3.50                    
US-ND                  2020-10-26  3.69                    
US-UT                  2020-09-07  2.65                    

                                   symptom:Low-grade fever  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.41                      
US-WY                  2020-11-23  0.41                      
                       2020-11-09  0.58                      
US-ND                  2020-10-26  0.47                      
US-UT                  2020-09-07  0.23                      

                                   symptom:Lymphedema  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.17                 
US-WY                  2020-11-23  0.14                 
                       2020-11-09  0.35                 
US-ND                  2020-10-26  0.36                 
US-UT                  2020-09-07  0.15                 

                                   symptom:Major depressive disorder  \
open_covid_region_code date                                            
US-NY                  2020-04-20  3.90                                
US-WY                  2020-11-23  4.34                                
                       2020-11-09  5.22                                
US-ND                  2020-10-26  5.49                                
US-UT                  2020-09-07  3.81                                

                                   symptom:Malabsorption  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.14                    
US-WY                  2020-11-23  0.20                    
                       2020-11-09  0.16                    
US-ND                  2020-10-26  0.23                    
US-UT                  2020-09-07  0.13                    

                                   symptom:Male infertility  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.15                       
US-WY                  2020-11-23  0.15                       
                       2020-11-09  0.14                       
US-ND                  2020-10-26  0.18                       
US-UT                  2020-09-07  0.13                       

                                   symptom:Manic Disorder  symptom:Melasma  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.75                    0.32              
US-WY                  2020-11-23  0.71                    0.15              
                       2020-11-09  0.99                    0.29              
US-ND                  2020-10-26  0.74                    0.15              
US-UT                  2020-09-07  0.59                    0.18              

                                   symptom:Melena  symptom:Meningitis  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.27            0.58                 
US-WY                  2020-11-23  0.24            0.60                 
                       2020-11-09  0.27            0.53                 
US-ND                  2020-10-26  0.44            0.67                 
US-UT                  2020-09-07  0.21            0.37                 

                                   symptom:Menorrhagia  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.58                  
US-WY                  2020-11-23  0.81                  
                       2020-11-09  0.76                  
US-ND                  2020-10-26  0.83                  
US-UT                  2020-09-07  0.55                  

                                   symptom:Middle back pain  symptom:Migraine  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.44                      4.77               
US-WY                  2020-11-23  0.36                      4.99               
                       2020-11-09  0.45                      5.44               
US-ND                  2020-10-26  0.41                      5.75               
US-UT                  2020-09-07  0.31                      3.99               

                                   symptom:Milium  \
open_covid_region_code date                         
US-NY                  2020-04-20  0.29             
US-WY                  2020-11-23  0.19             
                       2020-11-09  0.35             
US-ND                  2020-10-26  0.27             
US-UT                  2020-09-07  0.21             

                                   symptom:Mitral insufficiency  \
open_covid_region_code date                                       
US-NY                  2020-04-20  0.13                           
US-WY                  2020-11-23 NaN                             
                       2020-11-09  0.13                           
US-ND                  2020-10-26  0.19                           
US-UT                  2020-09-07  0.09                           

                                   symptom:Mood disorder  symptom:Mood swing  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  1.19                   0.25                 
US-WY                  2020-11-23  1.29                   0.28                 
                       2020-11-09  1.33                   0.28                 
US-ND                  2020-10-26  1.53                   0.29                 
US-UT                  2020-09-07  0.99                   0.21                 

                                   symptom:Morning sickness  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.82                       
US-WY                  2020-11-23  1.26                       
                       2020-11-09  1.20                       
US-ND                  2020-10-26  1.29                       
US-UT                  2020-09-07  0.97                       

                                   symptom:Motion sickness  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.17                      
US-WY                  2020-11-23  0.23                      
                       2020-11-09  0.33                      
US-ND                  2020-10-26  0.33                      
US-UT                  2020-09-07  0.25                      

                                   symptom:Mouth ulcer  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.83                  
US-WY                  2020-11-23  1.05                  
                       2020-11-09  0.98                  
US-ND                  2020-10-26  1.11                  
US-UT                  2020-09-07  0.81                  

                                   symptom:Muscle atrophy  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.17                     
US-WY                  2020-11-23  0.16                     
                       2020-11-09  0.23                     
US-ND                  2020-10-26  0.21                     
US-UT                  2020-09-07  0.13                     

                                   symptom:Muscle weakness  symptom:Myalgia  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.25                     0.63              
US-WY                  2020-11-23  0.19                     0.78              
                       2020-11-09  0.35                     0.83              
US-ND                  2020-10-26  0.35                     0.78              
US-UT                  2020-09-07  0.20                     0.51              

                                   symptom:Mydriasis  \
open_covid_region_code date                            
US-NY                  2020-04-20  0.17                
US-WY                  2020-11-23  0.35                
                       2020-11-09  0.24                
US-ND                  2020-10-26  0.42                
US-UT                  2020-09-07  0.18                

                                   symptom:Myocardial infarction  \
open_covid_region_code date                                        
US-NY                  2020-04-20  2.79                            
US-WY                  2020-11-23  2.52                            
                       2020-11-09  2.95                            
US-ND                  2020-10-26  3.23                            
US-UT                  2020-09-07  1.77                            

                                   symptom:Myoclonus  \
open_covid_region_code date                            
US-NY                  2020-04-20  0.09                
US-WY                  2020-11-23  0.18                
                       2020-11-09 NaN                  
US-ND                  2020-10-26  0.10                
US-UT                  2020-09-07  0.07                

                                   symptom:Nasal congestion  \
open_covid_region_code date                                   
US-NY                  2020-04-20  1.73                       
US-WY                  2020-11-23  2.23                       
                       2020-11-09  2.46                       
US-ND                  2020-10-26  2.40                       
US-UT                  2020-09-07  1.34                       

                                   symptom:Nasal polyp  symptom:Nausea  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.11                 2.01             
US-WY                  2020-11-23  0.12                 2.41             
                       2020-11-09  0.18                 2.46             
US-ND                  2020-10-26  0.15                 2.77             
US-UT                  2020-09-07  0.07                 2.01             

                                   symptom:Neck mass  symptom:Neck pain  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.13               1.90                
US-WY                  2020-11-23  0.19               1.98                
                       2020-11-09  0.19               1.97                
US-ND                  2020-10-26  0.17               2.00                
US-UT                  2020-09-07  0.10               1.37                

                                   symptom:Neonatal jaundice  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.23                        
US-WY                  2020-11-23  0.18                        
                       2020-11-09  0.34                        
US-ND                  2020-10-26  0.27                        
US-UT                  2020-09-07  0.20                        

                                   symptom:Nerve injury  symptom:Neuralgia  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.23                  0.21                
US-WY                  2020-11-23  0.14                  0.25                
                       2020-11-09  0.41                  0.35                
US-ND                  2020-10-26  0.29                  0.34                
US-UT                  2020-09-07  0.24                  0.21                

                                   symptom:Neutropenia  symptom:Night sweats  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.15                 0.31                   
US-WY                  2020-11-23  0.10                 0.33                   
                       2020-11-09  0.21                 0.25                   
US-ND                  2020-10-26  0.21                 0.39                   
US-UT                  2020-09-07  0.11                 0.17                   

                                   symptom:Night terror  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.11                   
US-WY                  2020-11-23  0.10                   
                       2020-11-09 NaN                     
US-ND                  2020-10-26  0.13                   
US-UT                  2020-09-07  0.12                   

                                   symptom:Nocturnal enuresis  symptom:Nodule  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.13                        0.31             
US-WY                  2020-11-23  0.17                        0.25             
                       2020-11-09  0.24                        0.41             
US-ND                  2020-10-26  0.21                        0.51             
US-UT                  2020-09-07  0.12                        0.25             

                                   symptom:Nosebleed  symptom:Nystagmus  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.60               0.11                
US-WY                  2020-11-23  0.79               0.15                
                       2020-11-09  0.64               0.16                
US-ND                  2020-10-26  0.66               0.16                
US-UT                  2020-09-07  0.52               0.08                

                                   symptom:Obesity  symptom:Onychorrhexis  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  5.86             0.20                    
US-WY                  2020-11-23  4.88             0.12                    
                       2020-11-09  6.06            NaN                      
US-ND                  2020-10-26  6.89             0.14                    
US-UT                  2020-09-07  4.82             0.09                    

                                   symptom:Oral candidiasis  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.52                       
US-WY                  2020-11-23  0.73                       
                       2020-11-09  0.74                       
US-ND                  2020-10-26  0.64                       
US-UT                  2020-09-07  0.45                       

                                   symptom:Orthostatic hypotension  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.27                              
US-WY                  2020-11-23  0.31                              
                       2020-11-09  0.33                              
US-ND                  2020-10-26  0.35                              
US-UT                  2020-09-07  0.23                              

                                   symptom:Osteopenia  symptom:Osteophyte  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.14                0.10                 
US-WY                  2020-11-23  0.20                0.19                 
                       2020-11-09  0.25                0.18                 
US-ND                  2020-10-26  0.26                0.19                 
US-UT                  2020-09-07  0.16                0.15                 

                                   symptom:Osteoporosis  symptom:Otitis  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.74                  1.08             
US-WY                  2020-11-23  0.98                  1.48             
                       2020-11-09  1.12                  1.19             
US-ND                  2020-10-26  1.31                  1.42             
US-UT                  2020-09-07  0.67                  0.85             

                                   symptom:Otitis externa  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.36                     
US-WY                  2020-11-23  0.33                     
                       2020-11-09  0.39                     
US-ND                  2020-10-26  0.25                     
US-UT                  2020-09-07  0.34                     

                                   symptom:Otitis media  symptom:Pain  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.67                  38.12          
US-WY                  2020-11-23  0.93                  42.94          
                       2020-11-09  0.78                  44.08          
US-ND                  2020-10-26  1.03                  45.67          
US-UT                  2020-09-07  0.55                  32.90          

                                   symptom:Palpitations  symptom:Panic attack  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.55                  2.03                   
US-WY                  2020-11-23  0.41                  1.84                   
                       2020-11-09  0.47                  1.79                   
US-ND                  2020-10-26  0.63                  2.13                   
US-UT                  2020-09-07  0.36                  1.49                   

                                   symptom:Papule  symptom:Paranoia  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.18            0.20               
US-WY                  2020-11-23 NaN              0.19               
                       2020-11-09  0.14            0.21               
US-ND                  2020-10-26  0.17            0.17               
US-UT                  2020-09-07  0.12            0.14               

                                   symptom:Paresthesia  \
open_covid_region_code date                              
US-NY                  2020-04-20  2.03                  
US-WY                  2020-11-23  2.32                  
                       2020-11-09  2.42                  
US-ND                  2020-10-26  2.42                  
US-UT                  2020-09-07  1.69                  

                                   symptom:Pelvic inflammatory disease  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.52                                  
US-WY                  2020-11-23  0.46                                  
                       2020-11-09  0.42                                  
US-ND                  2020-10-26  0.70                                  
US-UT                  2020-09-07  0.41                                  

                                   symptom:Pericarditis  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.14                   
US-WY                  2020-11-23  0.13                   
                       2020-11-09  0.21                   
US-ND                  2020-10-26  0.18                   
US-UT                  2020-09-07  0.11                   

                                   symptom:Periodontal disease  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.79                          
US-WY                  2020-11-23  0.56                          
                       2020-11-09  0.75                          
US-ND                  2020-10-26  0.85                          
US-UT                  2020-09-07  0.58                          

                                   symptom:Periorbital puffiness  \
open_covid_region_code date                                        
US-NY                  2020-04-20  1.23                            
US-WY                  2020-11-23  0.85                            
                       2020-11-09  0.71                            
US-ND                  2020-10-26  0.78                            
US-UT                  2020-09-07  0.58                            

                                   symptom:Peripheral neuropathy  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.68                            
US-WY                  2020-11-23  0.94                            
                       2020-11-09  1.13                            
US-ND                  2020-10-26  0.94                            
US-UT                  2020-09-07  0.64                            

                                   symptom:Perspiration  symptom:Petechia  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  2.13                  0.11               
US-WY                  2020-11-23  1.72                  0.10               
                       2020-11-09  1.60                  0.13               
US-ND                  2020-10-26  2.18                  0.18               
US-UT                  2020-09-07  1.53                  0.10               

                                   symptom:Phlegm  symptom:Photodermatitis  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.91            0.04                      
US-WY                  2020-11-23  0.76           NaN                        
                       2020-11-09  0.68           NaN                        
US-ND                  2020-10-26  0.77           NaN                        
US-UT                  2020-09-07  0.39            0.04                      

                                   symptom:Photophobia  symptom:Photopsia  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.10                 0.16                
US-WY                  2020-11-23 NaN                   0.18                
                       2020-11-09  0.13                 0.21                
US-ND                  2020-10-26  0.14                 0.19                
US-UT                  2020-09-07  0.08                 0.12                

                                   symptom:Pleural effusion  symptom:Pleurisy  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.27                      0.18               
US-WY                  2020-11-23  0.16                      0.32               
                       2020-11-09  0.42                      0.18               
US-ND                  2020-10-26  0.34                      0.29               
US-UT                  2020-09-07  0.20                      0.13               

                                   symptom:Pneumonia  symptom:Podalgia  \
open_covid_region_code date                                              
US-NY                  2020-04-20  1.97               0.98               
US-WY                  2020-11-23  1.84               1.00               
                       2020-11-09  1.68               1.04               
US-ND                  2020-10-26  2.05               0.93               
US-UT                  2020-09-07  0.70               0.88               

                                   symptom:Polycythemia  symptom:Polydipsia  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.14                  0.09                 
US-WY                  2020-11-23  0.17                 NaN                   
                       2020-11-09  0.30                  0.10                 
US-ND                  2020-10-26  0.25                  0.16                 
US-UT                  2020-09-07  0.12                  0.12                 

                                   symptom:Polyneuropathy  symptom:Polyuria  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.14                    0.16               
US-WY                  2020-11-23  0.18                    0.14               
                       2020-11-09  0.14                    0.19               
US-ND                  2020-10-26  0.15                    0.21               
US-UT                  2020-09-07  0.14                    0.12               

                                   symptom:Poor posture  \
open_covid_region_code date                               
US-NY                  2020-04-20  0.92                   
US-WY                  2020-11-23  0.54                   
                       2020-11-09  0.65                   
US-ND                  2020-10-26  0.74                   
US-UT                  2020-09-07  0.58                   

                                   symptom:Post-nasal drip  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.27                      
US-WY                  2020-11-23  0.18                      
                       2020-11-09  0.27                      
US-ND                  2020-10-26  0.27                      
US-UT                  2020-09-07  0.13                      

                                   symptom:Postural orthostatic tachycardia syndrome  \
open_covid_region_code date                                                            
US-NY                  2020-04-20  0.14                                                
US-WY                  2020-11-23  0.20                                                
                       2020-11-09  0.21                                                
US-ND                  2020-10-26  0.35                                                
US-UT                  2020-09-07  0.20                                                

                                   symptom:Prediabetes  symptom:Proteinuria  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.61                 0.22                  
US-WY                  2020-11-23  0.67                 0.32                  
                       2020-11-09  0.79                 0.30                  
US-ND                  2020-10-26  0.65                 0.49                  
US-UT                  2020-09-07  0.47                 0.17                  

                                   symptom:Pruritus ani  symptom:Psychosis  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.22                  2.01                
US-WY                  2020-11-23  0.34                  1.85                
                       2020-11-09  0.25                  2.10                
US-ND                  2020-10-26  0.34                  2.22                
US-UT                  2020-09-07  0.14                  1.49                

                                   symptom:Ptosis  symptom:Pulmonary edema  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.14            0.13                      
US-WY                  2020-11-23  0.11           NaN                        
                       2020-11-09 NaN              0.11                      
US-ND                  2020-10-26  0.13            0.15                      
US-UT                  2020-09-07  0.10            0.07                      

                                   symptom:Pulmonary hypertension  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.35                             
US-WY                  2020-11-23  0.39                             
                       2020-11-09  0.45                             
US-ND                  2020-10-26  0.34                             
US-UT                  2020-09-07  0.22                             

                                   symptom:Purpura  symptom:Pus  \
open_covid_region_code date                                       
US-NY                  2020-04-20  0.21             0.65          
US-WY                  2020-11-23  0.38             0.69          
                       2020-11-09  0.35             0.65          
US-ND                  2020-10-26  0.22             0.79          
US-UT                  2020-09-07  0.19             0.46          

                                   symptom:Pyelonephritis  \
open_covid_region_code date                                 
US-NY                  2020-04-20  0.42                     
US-WY                  2020-11-23  0.63                     
                       2020-11-09  0.50                     
US-ND                  2020-10-26  0.55                     
US-UT                  2020-09-07  0.44                     

                                   symptom:Radiculopathy  symptom:Rectal pain  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.41                   0.09                  
US-WY                  2020-11-23  0.65                  NaN                    
                       2020-11-09  0.46                   0.12                  
US-ND                  2020-10-26  0.64                   0.07                  
US-UT                  2020-09-07  0.37                   0.06                  

                                   symptom:Rectal prolapse  symptom:Red eye  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  0.13                     0.43              
US-WY                  2020-11-23  0.22                     0.31              
                       2020-11-09  0.10                     0.27              
US-ND                  2020-10-26  0.16                     0.55              
US-UT                  2020-09-07  0.10                     0.33              

                                   symptom:Renal colic  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.15                  
US-WY                  2020-11-23  0.20                  
                       2020-11-09  0.24                  
US-ND                  2020-10-26  0.28                  
US-UT                  2020-09-07  0.14                  

                                   symptom:Restless legs syndrome  \
open_covid_region_code date                                         
US-NY                  2020-04-20  0.52                             
US-WY                  2020-11-23  0.74                             
                       2020-11-09  0.94                             
US-ND                  2020-10-26  0.70                             
US-UT                  2020-09-07  0.56                             

                                   symptom:Rheum  symptom:Rhinitis  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.10           0.42               
US-WY                  2020-11-23 NaN             0.18               
                       2020-11-09  0.09           0.28               
US-ND                  2020-10-26  0.10           0.32               
US-UT                  2020-09-07  0.07           0.23               

                                   symptom:Rhinorrhea  symptom:Rosacea  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.38                0.54              
US-WY                  2020-11-23  0.47                0.39              
                       2020-11-09  0.59                0.32              
US-ND                  2020-10-26  0.57                0.37              
US-UT                  2020-09-07  0.38                0.28              

                                   symptom:Round ligament pain  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.15                          
US-WY                  2020-11-23  0.18                          
                       2020-11-09  0.24                          
US-ND                  2020-10-26  0.23                          
US-UT                  2020-09-07  0.16                          

                                   symptom:Rumination  symptom:Scar  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.16                3.38           
US-WY                  2020-11-23 NaN                  2.54           
                       2020-11-09 NaN                  2.65           
US-ND                  2020-10-26  0.10                2.98           
US-UT                  2020-09-07  0.10                2.30           

                                   symptom:Sciatica  symptom:Scoliosis  \
open_covid_region_code date                                              
US-NY                  2020-04-20  1.23              0.30                
US-WY                  2020-11-23  1.48              0.12                
                       2020-11-09  1.28              0.31                
US-ND                  2020-10-26  1.25              0.42                
US-UT                  2020-09-07  1.01              0.28                

                                   symptom:Seborrheic dermatitis  \
open_covid_region_code date                                        
US-NY                  2020-04-20  0.46                            
US-WY                  2020-11-23  0.23                            
                       2020-11-09  0.36                            
US-ND                  2020-10-26  0.27                            
US-UT                  2020-09-07  0.25                            

                                   symptom:Self-harm  \
open_covid_region_code date                            
US-NY                  2020-04-20  0.30                
US-WY                  2020-11-23  0.35                
                       2020-11-09  0.40                
US-ND                  2020-10-26  0.37                
US-UT                  2020-09-07  0.28                

                                   symptom:Sensitivity to sound  \
open_covid_region_code date                                       
US-NY                  2020-04-20  0.14                           
US-WY                  2020-11-23 NaN                             
                       2020-11-09  0.12                           
US-ND                  2020-10-26  0.14                           
US-UT                  2020-09-07  0.12                           

                                   symptom:Sexual dysfunction  \
open_covid_region_code date                                     
US-NY                  2020-04-20  0.73                         
US-WY                  2020-11-23  0.76                         
                       2020-11-09  0.76                         
US-ND                  2020-10-26  0.74                         
US-UT                  2020-09-07  0.58                         

                                   symptom:Shallow breathing  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.12                        
US-WY                  2020-11-23 NaN                          
                       2020-11-09 NaN                          
US-ND                  2020-10-26  0.07                        
US-UT                  2020-09-07  0.05                        

                                   symptom:Sharp pain  symptom:Shivering  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.91                0.29                
US-WY                  2020-11-23  1.12                0.34                
                       2020-11-09  1.05                0.31                
US-ND                  2020-10-26  1.16                0.29                
US-UT                  2020-09-07  0.73                0.16                

                                   symptom:Shortness of breath  \
open_covid_region_code date                                      
US-NY                  2020-04-20  1.31                          
US-WY                  2020-11-23  0.98                          
                       2020-11-09  1.05                          
US-ND                  2020-10-26  1.17                          
US-UT                  2020-09-07  0.66                          

                                   symptom:Shyness  symptom:Sinusitis  \
open_covid_region_code date                                             
US-NY                  2020-04-20  0.44             1.84                
US-WY                  2020-11-23  0.42             2.37                
                       2020-11-09  0.46             2.98                
US-ND                  2020-10-26  0.35             2.75                
US-UT                  2020-09-07  0.40             1.34                

                                   symptom:Skin condition  symptom:Skin rash  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  4.51                    6.71                
US-WY                  2020-11-23  4.07                    6.70                
                       2020-11-09  4.19                    6.35                
US-ND                  2020-10-26  4.76                    6.69                
US-UT                  2020-09-07  3.35                    5.09                

                                   symptom:Skin tag  symptom:Skin ulcer  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.59              2.17                 
US-WY                  2020-11-23  0.43              1.97                 
                       2020-11-09  0.56              1.87                 
US-ND                  2020-10-26  0.64              2.56                 
US-UT                  2020-09-07  0.51              1.51                 

                                   symptom:Sleep apnea  \
open_covid_region_code date                              
US-NY                  2020-04-20  1.11                  
US-WY                  2020-11-23  1.53                  
                       2020-11-09  1.46                  
US-ND                  2020-10-26  1.50                  
US-UT                  2020-09-07  1.10                  

                                   symptom:Sleep deprivation  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.51                        
US-WY                  2020-11-23  0.35                        
                       2020-11-09  0.47                        
US-ND                  2020-10-26  0.81                        
US-UT                  2020-09-07  0.35                        

                                   symptom:Sleep disorder  symptom:Snoring  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  2.94                    1.09              
US-WY                  2020-11-23  2.74                    1.17              
                       2020-11-09  2.86                    1.15              
US-ND                  2020-10-26  3.14                    1.05              
US-UT                  2020-09-07  2.09                    0.76              

                                   symptom:Sore throat  symptom:Spasticity  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  1.79                 0.11                 
US-WY                  2020-11-23  2.06                 0.14                 
                       2020-11-09  2.32                 0.18                 
US-ND                  2020-10-26  2.34                 0.17                 
US-UT                  2020-09-07  1.72                 0.09                 

                                   symptom:Splenomegaly  symptom:Sputum  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.13                  0.23             
US-WY                  2020-11-23  0.19                  0.12             
                       2020-11-09  0.19                  0.20             
US-ND                  2020-10-26  0.18                  0.17             
US-UT                  2020-09-07  0.11                  0.08             

                                   symptom:Stomach rumble  symptom:Strabismus  \
open_covid_region_code date                                                     
US-NY                  2020-04-20  0.18                    0.39                 
US-WY                  2020-11-23  0.12                    0.40                 
                       2020-11-09  0.10                    0.38                 
US-ND                  2020-10-26  0.08                    0.54                 
US-UT                  2020-09-07  0.08                    0.29                 

                                   symptom:Stretch marks  symptom:Stridor  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  0.82                   0.10              
US-WY                  2020-11-23  0.27                   0.12              
                       2020-11-09  0.38                   0.12              
US-ND                  2020-10-26  0.47                   0.10              
US-UT                  2020-09-07  0.48                   0.09              

                                   symptom:Stroke  symptom:Stuttering  \
open_covid_region_code date                                             
US-NY                  2020-04-20  3.26            0.27                 
US-WY                  2020-11-23  3.20            0.35                 
                       2020-11-09  3.71            0.23                 
US-ND                  2020-10-26  4.45            0.38                 
US-UT                  2020-09-07  2.25            0.20                 

                                   symptom:Subdural hematoma  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.12                        
US-WY                  2020-11-23  0.16                        
                       2020-11-09  0.16                        
US-ND                  2020-10-26  0.20                        
US-UT                  2020-09-07  0.13                        

                                   symptom:Suicidal ideation  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.46                        
US-WY                  2020-11-23  0.56                        
                       2020-11-09  0.59                        
US-ND                  2020-10-26  0.58                        
US-UT                  2020-09-07  0.70                        

                                   symptom:Swelling  symptom:Swollen feet  \
open_covid_region_code date                                                 
US-NY                  2020-04-20  5.42              0.49                   
US-WY                  2020-11-23  6.29              0.55                   
                       2020-11-09  6.18              0.60                   
US-ND                  2020-10-26  6.42              0.60                   
US-UT                  2020-09-07  4.92              0.39                   

                                   symptom:Swollen lymph nodes  \
open_covid_region_code date                                      
US-NY                  2020-04-20  0.96                          
US-WY                  2020-11-23  1.07                          
                       2020-11-09  1.04                          
US-ND                  2020-10-26  1.31                          
US-UT                  2020-09-07  0.80                          

                                   symptom:Syncope  symptom:Tachycardia  \
open_covid_region_code date                                               
US-NY                  2020-04-20  0.70             1.04                  
US-WY                  2020-11-23  0.71             1.15                  
                       2020-11-09  0.69             1.34                  
US-ND                  2020-10-26  0.83             1.24                  
US-UT                  2020-09-07  0.61             0.71                  

                                   symptom:Tachypnea  symptom:Telangiectasia  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.14               0.24                     
US-WY                  2020-11-23 NaN                 0.16                     
                       2020-11-09  0.17               0.13                     
US-ND                  2020-10-26  0.17               0.32                     
US-UT                  2020-09-07  0.10               0.23                     

                                   symptom:Tenderness  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.18                 
US-WY                  2020-11-23  0.17                 
                       2020-11-09  0.18                 
US-ND                  2020-10-26  0.18                 
US-UT                  2020-09-07  0.12                 

                                   symptom:Testicular pain  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.30                      
US-WY                  2020-11-23  0.36                      
                       2020-11-09  0.19                      
US-ND                  2020-10-26  0.34                      
US-UT                  2020-09-07  0.24                      

                                   symptom:Throat irritation  \
open_covid_region_code date                                    
US-NY                  2020-04-20  0.24                        
US-WY                  2020-11-23  0.22                        
                       2020-11-09  0.18                        
US-ND                  2020-10-26  0.20                        
US-UT                  2020-09-07  0.21                        

                                   symptom:Thrombocytopenia  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.43                       
US-WY                  2020-11-23  0.49                       
                       2020-11-09  0.51                       
US-ND                  2020-10-26  0.49                       
US-UT                  2020-09-07  0.27                       

                                   symptom:Thyroid nodule  symptom:Tic  \
open_covid_region_code date                                              
US-NY                  2020-04-20  0.11                    0.35          
US-WY                  2020-11-23  0.13                    0.37          
                       2020-11-09  0.22                    0.42          
US-ND                  2020-10-26  0.18                    0.37          
US-UT                  2020-09-07  0.10                    0.28          

                                   symptom:Tinnitus  symptom:Tonsillitis  \
open_covid_region_code date                                                
US-NY                  2020-04-20  1.02              0.71                  
US-WY                  2020-11-23  1.10              0.72                  
                       2020-11-09  1.10              0.94                  
US-ND                  2020-10-26  1.12              0.86                  
US-UT                  2020-09-07  0.72              0.62                  

                                   symptom:Toothache  symptom:Tremor  \
open_covid_region_code date                                            
US-NY                  2020-04-20  1.17               0.65             
US-WY                  2020-11-23  1.22               0.73             
                       2020-11-09  1.09               0.67             
US-ND                  2020-10-26  1.14               1.08             
US-UT                  2020-09-07  0.74               0.56             

                                   symptom:Trichoptilosis  symptom:Tumor  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.25                    1.08            
US-WY                  2020-11-23  0.14                    0.88            
                       2020-11-09  0.13                    1.78            
US-ND                  2020-10-26  0.16                    1.53            
US-UT                  2020-09-07  0.13                    0.85            

                                   symptom:Type 2 diabetes  \
open_covid_region_code date                                  
US-NY                  2020-04-20  3.81                      
US-WY                  2020-11-23  4.08                      
                       2020-11-09  4.74                      
US-ND                  2020-10-26  4.82                      
US-UT                  2020-09-07  2.90                      

                                   symptom:Unconsciousness  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.28                      
US-WY                  2020-11-23  0.12                      
                       2020-11-09  0.30                      
US-ND                  2020-10-26  0.36                      
US-UT                  2020-09-07  0.19                      

                                   symptom:Underweight  \
open_covid_region_code date                              
US-NY                  2020-04-20  0.87                  
US-WY                  2020-11-23  0.58                  
                       2020-11-09  0.66                  
US-ND                  2020-10-26  0.69                  
US-UT                  2020-09-07  0.56                  

                                   symptom:Upper respiratory tract infection  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.20                                        
US-WY                  2020-11-23  0.21                                        
                       2020-11-09  0.19                                        
US-ND                  2020-10-26  0.22                                        
US-UT                  2020-09-07  0.10                                        

                                   symptom:Urethritis  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.15                 
US-WY                  2020-11-23  0.16                 
                       2020-11-09  0.14                 
US-ND                  2020-10-26  0.20                 
US-UT                  2020-09-07  0.08                 

                                   symptom:Urinary incontinence  \
open_covid_region_code date                                       
US-NY                  2020-04-20  1.32                           
US-WY                  2020-11-23  1.44                           
                       2020-11-09  1.58                           
US-ND                  2020-10-26  1.67                           
US-UT                  2020-09-07  1.05                           

                                   symptom:Urinary tract infection  \
open_covid_region_code date                                          
US-NY                  2020-04-20  3.80                              
US-WY                  2020-11-23  4.67                              
                       2020-11-09  4.82                              
US-ND                  2020-10-26  4.81                              
US-UT                  2020-09-07  3.48                              

                                   symptom:Urinary urgency  \
open_covid_region_code date                                  
US-NY                  2020-04-20  0.08                      
US-WY                  2020-11-23  0.10                      
                       2020-11-09 NaN                        
US-ND                  2020-10-26  0.12                      
US-UT                  2020-09-07  0.06                      

                                   symptom:Uterine contraction  \
open_covid_region_code date                                      
US-NY                  2020-04-20  1.04                          
US-WY                  2020-11-23  1.05                          
                       2020-11-09  1.06                          
US-ND                  2020-10-26  1.29                          
US-UT                  2020-09-07  0.89                          

                                   symptom:Vaginal bleeding  \
open_covid_region_code date                                   
US-NY                  2020-04-20  0.46                       
US-WY                  2020-11-23  0.75                       
                       2020-11-09  0.72                       
US-ND                  2020-10-26  0.69                       
US-UT                  2020-09-07  0.51                       

                                   symptom:Vaginal discharge  \
open_covid_region_code date                                    
US-NY                  2020-04-20  2.54                        
US-WY                  2020-11-23  2.93                        
                       2020-11-09  3.01                        
US-ND                  2020-10-26  3.03                        
US-UT                  2020-09-07  2.15                        

                                   symptom:Vaginitis  symptom:Varicose veins  \
open_covid_region_code date                                                    
US-NY                  2020-04-20  0.75               0.46                     
US-WY                  2020-11-23  0.80               0.44                     
                       2020-11-09  0.70               0.52                     
US-ND                  2020-10-26  0.84               0.46                     
US-UT                  2020-09-07  0.58               0.42                     

                                   symptom:Vasculitis  \
open_covid_region_code date                             
US-NY                  2020-04-20  0.13                 
US-WY                  2020-11-23  0.14                 
                       2020-11-09  0.17                 
US-ND                  2020-10-26  0.20                 
US-UT                  2020-09-07  0.13                 

                                   symptom:Ventricular fibrillation  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.09                               
US-WY                  2020-11-23 NaN                                 
                       2020-11-09  0.12                               
US-ND                  2020-10-26  0.14                               
US-UT                  2020-09-07  0.06                               

                                   symptom:Ventricular tachycardia  \
open_covid_region_code date                                          
US-NY                  2020-04-20  0.20                              
US-WY                  2020-11-23  0.12                              
                       2020-11-09  0.37                              
US-ND                  2020-10-26  0.30                              
US-UT                  2020-09-07  0.16                              

                                   symptom:Vertigo  symptom:Viral pneumonia  \
open_covid_region_code date                                                   
US-NY                  2020-04-20  1.15             0.10                      
US-WY                  2020-11-23  1.09            NaN                        
                       2020-11-09  1.35            NaN                        
US-ND                  2020-10-26  1.42             0.09                      
US-UT                  2020-09-07  1.09             0.03                      

                                   symptom:Visual acuity  symptom:Vomiting  \
open_covid_region_code date                                                  
US-NY                  2020-04-20  0.26                   2.53               
US-WY                  2020-11-23  0.20                   3.28               
                       2020-11-09  0.23                   3.13               
US-ND                  2020-10-26  0.19                   3.58               
US-UT                  2020-09-07  0.20                   2.64               

                                   symptom:Wart  symptom:Water retention  \
open_covid_region_code date                                                
US-NY                  2020-04-20  1.37          0.31                      
US-WY                  2020-11-23  1.50          0.27                      
                       2020-11-09  1.40          0.24                      
US-ND                  2020-10-26  1.77          0.30                      
US-UT                  2020-09-07  1.27          0.24                      

                                   symptom:Weakness  symptom:Weight gain  \
open_covid_region_code date                                                
US-NY                  2020-04-20  0.43              3.99                  
US-WY                  2020-11-23  0.46              3.44                  
                       2020-11-09  0.54              3.39                  
US-ND                  2020-10-26  0.60              3.49                  
US-UT                  2020-09-07  0.35              2.77                  

                                   symptom:Wheeze  symptom:Xeroderma  \
open_covid_region_code date                                            
US-NY                  2020-04-20  0.41            5.09                
US-WY                  2020-11-23  0.22            3.10                
                       2020-11-09  0.28            2.94                
US-ND                  2020-10-26  0.38            2.90                
US-UT                  2020-09-07  0.22            2.09                

                                   symptom:Xerostomia  symptom:Yawn  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.54                0.23           
US-WY                  2020-11-23  0.44                0.20           
                       2020-11-09  0.56                0.17           
US-ND                  2020-10-26  0.45                0.23           
US-UT                  2020-09-07  0.40                0.15           

                                   symptom:hyperhidrosis  \
open_covid_region_code date                                
US-NY                  2020-04-20  0.53                    
US-WY                  2020-11-23  0.32                    
                       2020-11-09  0.37                    
US-ND                  2020-10-26  0.71                    
US-UT                  2020-09-07  0.40                    

                                   symptom:pancreatitis state_codes  \
open_covid_region_code date                                           
US-NY                  2020-04-20  0.30                  NY           
US-WY                  2020-11-23  0.52                  WY           
                       2020-11-09  0.58                  WY           
US-ND                  2020-10-26  0.63                  ND           
US-UT                  2020-09-07  0.33                  UT           

                                    region_name  hospitalized_new  
open_covid_region_code date                                        
US-NY                  2020-04-20  New York      8990.0            
US-WY                  2020-11-23  Wyoming       103.0             
                       2020-11-09  Wyoming       75.0              
US-ND                  2020-10-26  North Dakota  217.0             
US-UT                  2020-09-07  Utah          119.0             
(1356, 428)

Part 2: Visualization

First, we visualize the data from the weekly symptoms dataset, which did not provide great results in comparison to the daily symptoms dataset

In [6]:
#visualization of weekly dataset
import plotly.express as px
import plotly.graph_objects as go
import pandas as pd
df = pd.read_csv('out.csv')
df=df.dropna(axis=1, thresh=100)
#keep only sympoms with highest mean search frequency
means = df.mean()
most_pop = [ind for m,ind in zip(means,means.index) if m>12]
state_codes = df['state_codes']
date = df['date']
open_covid_region_code = df['open_covid_region_code']
df = df[most_pop]
df['state_codes']= state_codes
df['open_covid_region_code'] = open_covid_region_code
df['date'] = date
df['date_by_week'] = date
df = df.set_index(['open_covid_region_code', 'date']) 
print(most_pop)
print(df.head(5))
fig = px.choropleth(df, locations=df['state_codes'],
                    color=df['symptom:Allergy'],
                    hover_name=df['symptom:Allergy'],
                    locationmode = 'USA-states',
                    animation_frame=df['date_by_week'],
                    title = "'Allergy' Google Search Frequency in USA",
                    scope = "usa",
                   color_continuous_scale=px.colors.sequential.PuRd)
fig["layout"].pop("updatemenus")

fig2 = px.choropleth(df, locations=df['state_codes'],
                    color=df['symptom:Common cold'],
                    hover_name=df['symptom:Common cold'],
                    locationmode = 'USA-states',
                    animation_frame=df['date_by_week'],
                    title = "'Common Cold' Google Search Frequency in USA",
                    scope = "usa",
                   color_continuous_scale=px.colors.sequential.PuRd)
fig2["layout"].pop("updatemenus")

fig3 = px.choropleth(df, locations=df['state_codes'],
                    color=df['symptom:Infection'],
                    hover_name=df['symptom:Infection'],
                    locationmode = 'USA-states',
                    animation_frame=df['date_by_week'],
                    title = "'Infection' Google Search Frequency in USA",
                    scope = "usa",
                   color_continuous_scale=px.colors.sequential.PuRd)
fig3["layout"].pop("updatemenus")

fig4 = px.choropleth(df, locations=df['state_codes'],
                    color=df['symptom:Pain'],
                    hover_name=df['symptom:Pain'],
                    locationmode = 'USA-states',
                    animation_frame=df['date_by_week'],
                    title = "'Pain' Google Search Frequency in USA",
                    scope = "usa",
                   color_continuous_scale=px.colors.sequential.PuRd)
fig4["layout"].pop("updatemenus")
fig.show()
fig2.show()
fig3.show()
fig4.show()
['symptom:Allergy', 'symptom:Common cold', 'symptom:Infection', 'symptom:Pain', 'hospitalized_new']
                                   symptom:Allergy  symptom:Common cold  \
open_covid_region_code date                                               
US-AL                  2020-01-06  13.21            17.57                 
                       2020-01-13  13.23            16.60                 
                       2020-01-20  14.25            25.14                 
                       2020-01-27  14.19            34.74                 
                       2020-02-03  14.14            27.79                 

                                   symptom:Infection  symptom:Pain  \
open_covid_region_code date                                          
US-AL                  2020-01-06  34.56              50.77          
                       2020-01-13  32.22              51.78          
                       2020-01-20  37.92              51.88          
                       2020-01-27  46.26              50.98          
                       2020-02-03  38.45              50.07          

                                   hospitalized_new state_codes date_by_week  
open_covid_region_code date                                                   
US-AL                  2020-01-06 NaN                AL          2020-01-06   
                       2020-01-13 NaN                AL          2020-01-13   
                       2020-01-20 NaN                AL          2020-01-20   
                       2020-01-27 NaN                AL          2020-01-27   
                       2020-02-03 NaN                AL          2020-02-03   
In [ ]: